We're on a mission to help anyone build anything.
A showcase of what Worldwide Studios fellows are shipping.
From RESIST to ROOTED: Measuring selective pressure
Erin Joel MooreThis sprint's presentation explores the transition from RESIST, a hypothetical cancer resistance…
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Allen Institute Query Reframer RAG Standard
Robert Leehttps://app.notion.com/p/Reframing-User-Queries-Allen-Institute-RAG-Standards-Sprint-2-40febac0123780a5aed5de1ffcfca5d8
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Common Bench
Cooper SheaIf setting up autonomous labs becomes a commodity, what happens to the everyday work of a scientist? Common Bench is a speculative tool to explore the future of electronic lab notebooks, automatic instruments, and basic wet lab drudgery.
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Supercell Explorer
Iryna HnatovskaSupercell Explorer is an interactive environment for exploring airflow structures and motion in supercell thunderstorms. It combines scientific visualization, simplified prescribed velocity fields, and hands-on experiments with passive tracers to make complex atmospheric dynamics easier to investigate and understand. The goal is to make atmospheric science more accessible without confusing simplified models with real storm observations or weather forecasts. Live interactive demo:…
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Quantitative Digital Morphometry
Erin MooreI did a research project for Sprint 1 of the Worldwide Studios Fellowship for AI for Science,…
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Kennie
Gap Finder
Migon ChoiI built Gap Finder, an AI tool that goes beyond summarizing scientific papers to identify missing…
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Text Lab V.1
Ashley HodgesFirst version of an app designed to increase literacy rates nationally
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StructRead
Abhishek VermaHelp ADHD people to read better by restructuring existing text into more readable format so that…
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TutorialOS (HelpOS) | Sprint 1
Sanghyeok Aidan ParkA Mac learning companion preview that points to controls for five supported Safari and FaceTime voice tasks while the learner clicks and confirms each step. The public 40-second walkthrough uses…
Sign in to reply.
GradBuddy is off!
Wally KhanGradBuddy, an app which helps MBAs pivoting careers turn their cases and problem sets into practice for the product or finance job they’re after — and proof they can do it. The 'Hustle Challenge'…
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Asynchronous Instruments
Aaron GoldsteinThis week, I: - Spent two-and-a-half hours in a problem-statement workshop - Had several…
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Write with Milo Feature Build: UI improvements
Therese JilekMilo helps students who, even with assistive technology, still struggle to manage the tools while getting their thoughts together and onto the page. I’m exploring how AI could provide support that helps students express more of what they’re capable of without taking over the thinking for them.
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Careers in the Classroom | Teaser Demo
Damian MathesonFirst version of the site with a couple sample examples that I've been using to introduce the idea to teachers
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PersonaLM
Learn complex topics through your favorite characters. A platform where students create custom characters around their own learning materials, built after Jasjeev wanted a better education experience for his neurodivergent brother. Fifty-two percent of K-12 students report that they are not engaged…
Sign in to reply.
Whetstone
An immersive tutoring environment for professionals preparing for Anthropic's Claude Code Architect exam, where a failed attempt brings a six-month cooldown. Xiangan also tested the product for CISSP cybersecurity certification. Seventy-two percent of people fail certifications such as the OSCP on…
Sign in to reply.
Sarto
Connects aspiring student builders with small businesses that need AI-native solutions, from WhatsApp customer-support agents to back-office automation. Ryan took a leave of absence from college because it did not offer a way to keep up with the latest in AI, and saw a gap between the experience…
Sign in to reply.
AEO Grader
As people increasingly ask AI systems for recommendations, businesses need to understand answer-engine optimization (AEO) alongside conventional SEO. Feodor saw businesses in Russia falling behind in AI adoption and best practices, and built AEO Grader to help organizations understand and improve how their websites are represented in AI-assisted search. Built with Jay and Harsh, who tested an early teaching-platform version and interviewed dozens of businesses about their AEO pain points.
Sign in to reply.
ThinkHigher
Scenario-based practice for aspiring data analysts. ThinkHigher gives students a virtual,…
Sign in to reply.
Strata Mundo
Personalized middle-school math games. Strata Mundo helps learners understand math through games…
Sign in to reply.
PregMap
Winning project of the cohort. Kenya's high maternal deaths trace to low antenatal-care attendance and paper-based records that scatter data, delay risk detection such as pre-eclampsia, and keep clinicians blind to patient history. PregMap digitizes ANC records in one platform, pushes SMS/USSD…
Sign in to reply.
Waridi
Seventy-five percent of Kenyans are unaware of mental-health issues, and most cannot afford care. Stigma, lack of awareness and high costs lead to silent suffering and rising suicide risk, especially among unemployed youth. Waridi is voice-based mental-health screening via AI that detects distress…
Sign in to reply.
AfroEvidence
Less than 3% of African medical research makes it into global guidelines, leaving clinicians without context-specific, evidence-based support at the point of care. AfroEvidence is an AI-powered platform that indexes local clinical research and case data, delivering insights through an API or an app integrated into hospital systems to support real-time decision-making and improve outcomes. Team: Alex Wanjai, Stephen Kairu, Dr. Nicholas Njonjo and Dr. Wechuli Simiyu.
Sign in to reply.
Kia
Patients waste hours in queues only to see the wrong specialist or leave without care, while…
Sign in to reply.
DermAssist
With only 24 dermatologists for over 50 million Kenyans, general practitioners are left to diagnose…
Sign in to reply.
Paperclip Orchestration
An orchestration layer that turns a research question into a structured, citation-anchored evidence digest. A Claude skill converts the question into a run scaffold and instruction file, Claude Code executes the run against Paperclip (an agent-first CLI over 11M+ full-text papers, trials and…
Sign in to reply.
CryoVision
Computer vision for freezer boxes: reads a 10x10 cryobox from a single photo using OpenCV and Claude's vision API, and exports a JSON map of every grid position (A1-J10) with whatever label text, cap colour or description it can make out — instead of 20 minutes of digging for one tube. Later folded…
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CVMD — Cognitive Variability Measurement Device
A low-cost Arduino device — ELEGOO UNO R3, Sanwa arcade buttons, LEDs — that measures cognitive performance in real time to test whether wearable readiness scores actually predict behavioural impairment. Wearables hand you a readiness number that nobody has validated against real cognitive performance; this builds that ground truth. Sameer pivoted from this hardware to a software version, then a coaching dashboard, before the pose-and-wearables tennis prototype he demoed at the end — which…
Sign in to reply.
100 Open Source Hardware Projects
A scrollable list of projects to get first hands on experience in hardware. It includes consumer, robotics, medical, and research projects. Each project has a guide, interactive prompt, and original…
Sign in to reply.
Bayesian optimization: can LLMs pigeonhole experimental scientists?
Scientists increasingly ask chatbots what to try next, but it’s unclear what those suggestions are based on. I tested this by asking Claude Opus 5.5 for its next three experiments on four measured…
Sign in to reply.
Gap Finder
Gap Finder is an AI-powered tool that helps VCs evaluate deep-tech startups by verifying scientific…
Sign in to reply.
Text Lab (finalized version)
Text Lab is a reading game where students interview characters from classic stories, then race to prove what’s true with evidence from the text.
Sign in to reply.
Sanity Engine
Sanity Engine is an adversarial, deterministic scientific hypothesis checker designed to red-team…
Sign in to reply.
Jobs Jobs Jobs
In trying to decide how to focus on generating demand & interest for GradBuddy, I started really…
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Discover Careers with Screenshot Challenge
Activity for the start of the class where a teacher is projecting and using this as a way to engage…
Sign in to reply.
Demo - Adding an interactive image to the writing process
Does adding interactive images to the writing process help students generate more of their own ideas and add them to their writing and will that skill be developed over time so they don't have to use…
Sign in to reply.
Asynchronous Instruments
These two weeks felt especially productive because I was able to move from building mostly on my own to getting meaningful external feedback. I'll start with the best update, which is the ability to begin to host retreats with Retreatology, which is a part of Moishe House. My partner is hosting…
Sign in to reply.
TubeDummies
Dylan HollandTurns any YouTube how-to into an interactive tutorial: timestamped steps highlight as the video plays, progress is saved as you go, and a Claude-powered coach answers questions about the exact step you're stuck on.
Sign in to reply.
DIY Self-Driving Cell-Culture Lab
A modular self-driving lab for cell-culture viability studies, aiming for benchtop reliability at scale. The keystone build is a heater-shaker prototyped for roughly $100 in components using makerspace electronics, salvaged printer stepper motors and 3D-printed PETG, controllable from a local…
Sign in to reply.
Tennis Performance and Physiological Data Integration
A prototype to answer whether a bad performance comes from fatigue or technique. It pairs physiological data — readiness, sleep and HRV — with pose data extracted from his own match video using Google MediaPipe and custom Python, measuring signals such as peak racket-hand speed. The N-of-one…
Sign in to reply.
watch agent run
An observability layer for agent runs: a repository that turns opaque agent logs into deterministic readouts — input/output tables, color-coded views and a provenance report — so scientists can compare what an agent claims it did with what append-only logs show actually happened. Demonstrated on…
Sign in to reply.
AI Drug-Discovery Engine for Rare Diseases
A rare-disease platform that uses precomputed multilevel biological representations to power two world models: one generates personalized mechanistic disease hypotheses, the other designs patient-specific AAV therapeutics. Pareto frontiers balance biologist intuition with machine-learning exploration. The demo focused on Duchenne muscular dystrophy.
Sign in to reply.
Designing the "learning to write" space
This feature challenges the workspace where students write, typically Google Docs or Microsoft Word, where tools are located outside of the writing space. Write with Milo embeds them into the design.
Sign in to reply.
Creating a Verancular - Asynchronous Instruments
This week, I took inspiration directly from the physical world. I visited Arcosanti and Cosanti and became fascinated by their cast forms. Many are made from styrofoam molds, but what struck me…
Sign in to reply.
How Useless Are You?
Name a startup and a role, then take a 5-minute technical challenge generated for that company's stack. Claude grades your answer, scores how "useless" you'd be there, breaks down your skills gaps, and roasts you. Brave souls can post their score to the leaderboard.
Sign in to reply.
Am I A Fit?
Free portfolio reviews for software engineers eyeing hardware startups. Submit your best GitHub repo for a code review, get your LinkedIn trajectory scanned for green and red flags, then pick a featured startup role to get a FIT score and see where you rank against other candidates.
Sign in to reply.
SkillTrees AI
Tell it a skill you want to master and it builds you a personalized skill tree of hands-on projects. Every node comes with a hand-picked video, a 1-pager, an action item and resources; submit your…
Sign in to reply.
From RESIST to ROOTED: Measuring selective pressure
This sprint's presentation explores the transition from RESIST, a hypothetical cancer resistance…
Sign in to reply.
Common Bench
If setting up autonomous labs becomes a commodity, what happens to the everyday work of a scientist? Common Bench is a speculative tool to explore the future of electronic lab notebooks, automatic instruments, and basic wet lab drudgery.
Sign in to reply.
Quantitative Digital Morphometry
I did a research project for Sprint 1 of the Worldwide Studios Fellowship for AI for Science,…
Sign in to reply.
Gap Finder
I built Gap Finder, an AI tool that goes beyond summarizing scientific papers to identify missing…
Sign in to reply.
StructRead
Help ADHD people to read better by restructuring existing text into more readable format so that…
Sign in to reply.
GradBuddy is off!
GradBuddy, an app which helps MBAs pivoting careers turn their cases and problem sets into practice for the product or finance job they’re after — and proof they can do it. The 'Hustle Challenge'…
Sign in to reply.
Write with Milo Feature Build: UI improvements
Milo helps students who, even with assistive technology, still struggle to manage the tools while getting their thoughts together and onto the page. I’m exploring how AI could provide support that helps students express more of what they’re capable of without taking over the thinking for them.
Sign in to reply.
Stapler
har-annotator
Whetstone
An immersive tutoring environment for professionals preparing for Anthropic's Claude Code Architect exam, where a failed attempt brings a six-month cooldown. Xiangan also tested the product for CISSP cybersecurity certification. Seventy-two percent of people fail certifications such as the OSCP on…
Sign in to reply.
AEO Grader
As people increasingly ask AI systems for recommendations, businesses need to understand answer-engine optimization (AEO) alongside conventional SEO. Feodor saw businesses in Russia falling behind in AI adoption and best practices, and built AEO Grader to help organizations understand and improve how their websites are represented in AI-assisted search. Built with Jay and Harsh, who tested an early teaching-platform version and interviewed dozens of businesses about their AEO pain points.
Sign in to reply.
Strata Mundo
Personalized middle-school math games. Strata Mundo helps learners understand math through games…
Sign in to reply.
Waridi
Seventy-five percent of Kenyans are unaware of mental-health issues, and most cannot afford care. Stigma, lack of awareness and high costs lead to silent suffering and rising suicide risk, especially among unemployed youth. Waridi is voice-based mental-health screening via AI that detects distress…
Sign in to reply.
Kia
Patients waste hours in queues only to see the wrong specialist or leave without care, while…
Sign in to reply.
XR Simulation from Papers
CryoVision
Computer vision for freezer boxes: reads a 10x10 cryobox from a single photo using OpenCV and Claude's vision API, and exports a JSON map of every grid position (A1-J10) with whatever label text, cap colour or description it can make out — instead of 20 minutes of digging for one tube. Later folded…
Sign in to reply.
Computer Vision for Microbes
JARVIS for Bio
Bayesian optimization: can LLMs pigeonhole experimental scientists?
Scientists increasingly ask chatbots what to try next, but it’s unclear what those suggestions are based on. I tested this by asking Claude Opus 5.5 for its next three experiments on four measured…
Sign in to reply.
Text Lab (finalized version)
Text Lab is a reading game where students interview characters from classic stories, then race to prove what’s true with evidence from the text.
Sign in to reply.
Jobs Jobs Jobs
In trying to decide how to focus on generating demand & interest for GradBuddy, I started really…
Sign in to reply.
Demo - Adding an interactive image to the writing process
Does adding interactive images to the writing process help students generate more of their own ideas and add them to their writing and will that skill be developed over time so they don't have to use…
Sign in to reply.
TubeDummies
Turns any YouTube how-to into an interactive tutorial: timestamped steps highlight as the video plays, progress is saved as you go, and a Claude-powered coach answers questions about the exact step you're stuck on.
Sign in to reply.
DIY Self-Driving Cell-Culture Lab
A modular self-driving lab for cell-culture viability studies, aiming for benchtop reliability at scale. The keystone build is a heater-shaker prototyped for roughly $100 in components using makerspace electronics, salvaged printer stepper motors and 3D-printed PETG, controllable from a local…
Sign in to reply.
watch agent run
An observability layer for agent runs: a repository that turns opaque agent logs into deterministic readouts — input/output tables, color-coded views and a provenance report — so scientists can compare what an agent claims it did with what append-only logs show actually happened. Demonstrated on…
Sign in to reply.
Designing the "learning to write" space
This feature challenges the workspace where students write, typically Google Docs or Microsoft Word, where tools are located outside of the writing space. Write with Milo embeds them into the design.
Sign in to reply.
How Useless Are You?
Name a startup and a role, then take a 5-minute technical challenge generated for that company's stack. Claude grades your answer, scores how "useless" you'd be there, breaks down your skills gaps, and roasts you. Brave souls can post their score to the leaderboard.
Sign in to reply.
SkillTrees AI
Tell it a skill you want to master and it builds you a personalized skill tree of hands-on projects. Every node comes with a hand-picked video, a 1-pager, an action item and resources; submit your…
Sign in to reply.
Allen Institute Query Reframer RAG Standard
https://app.notion.com/p/Reframing-User-Queries-Allen-Institute-RAG-Standards-Sprint-2-40febac0123780a5aed5de1ffcfca5d8
Sign in to reply.
Supercell Explorer
Supercell Explorer is an interactive environment for exploring airflow structures and motion in supercell thunderstorms. It combines scientific visualization, simplified prescribed velocity fields, and hands-on experiments with passive tracers to make complex atmospheric dynamics easier to investigate and understand. The goal is to make atmospheric science more accessible without confusing simplified models with real storm observations or weather forecasts. Live interactive demo:…
Sign in to reply.
Universum Therapeutics
Text Lab V.1
First version of an app designed to increase literacy rates nationally
Sign in to reply.
TutorialOS (HelpOS) | Sprint 1
A Mac learning companion preview that points to controls for five supported Safari and FaceTime voice tasks while the learner clicks and confirms each step. The public 40-second walkthrough uses…
Sign in to reply.
Asynchronous Instruments
This week, I: - Spent two-and-a-half hours in a problem-statement workshop - Had several…
Sign in to reply.
Careers in the Classroom | Teaser Demo
First version of the site with a couple sample examples that I've been using to introduce the idea to teachers
Sign in to reply.
breath-cam
PersonaLM
Learn complex topics through your favorite characters. A platform where students create custom characters around their own learning materials, built after Jasjeev wanted a better education experience for his neurodivergent brother. Fifty-two percent of K-12 students report that they are not engaged…
Sign in to reply.
Sarto
Connects aspiring student builders with small businesses that need AI-native solutions, from WhatsApp customer-support agents to back-office automation. Ryan took a leave of absence from college because it did not offer a way to keep up with the latest in AI, and saw a gap between the experience…
Sign in to reply.
ThinkHigher
Scenario-based practice for aspiring data analysts. ThinkHigher gives students a virtual,…
Sign in to reply.
PregMap
Winning project of the cohort. Kenya's high maternal deaths trace to low antenatal-care attendance and paper-based records that scatter data, delay risk detection such as pre-eclampsia, and keep clinicians blind to patient history. PregMap digitizes ANC records in one platform, pushes SMS/USSD…
Sign in to reply.
AfroEvidence
Less than 3% of African medical research makes it into global guidelines, leaving clinicians without context-specific, evidence-based support at the point of care. AfroEvidence is an AI-powered platform that indexes local clinical research and case data, delivering insights through an API or an app integrated into hospital systems to support real-time decision-making and improve outcomes. Team: Alex Wanjai, Stephen Kairu, Dr. Nicholas Njonjo and Dr. Wechuli Simiyu.
Sign in to reply.
DermAssist
With only 24 dermatologists for over 50 million Kenyans, general practitioners are left to diagnose…
Sign in to reply.
Paperclip Orchestration
An orchestration layer that turns a research question into a structured, citation-anchored evidence digest. A Claude skill converts the question into a run scaffold and instruction file, Claude Code executes the run against Paperclip (an agent-first CLI over 11M+ full-text papers, trials and…
Sign in to reply.
CVMD — Cognitive Variability Measurement Device
A low-cost Arduino device — ELEGOO UNO R3, Sanwa arcade buttons, LEDs — that measures cognitive performance in real time to test whether wearable readiness scores actually predict behavioural impairment. Wearables hand you a readiness number that nobody has validated against real cognitive performance; this builds that ground truth. Sameer pivoted from this hardware to a software version, then a coaching dashboard, before the pose-and-wearables tennis prototype he demoed at the end — which…
Sign in to reply.
T75 Flask Decapper
100 Open Source Hardware Projects
A scrollable list of projects to get first hands on experience in hardware. It includes consumer, robotics, medical, and research projects. Each project has a guide, interactive prompt, and original…
Sign in to reply.
Gap Finder
Gap Finder is an AI-powered tool that helps VCs evaluate deep-tech startups by verifying scientific…
Sign in to reply.
Sanity Engine
Sanity Engine is an adversarial, deterministic scientific hypothesis checker designed to red-team…
Sign in to reply.
Discover Careers with Screenshot Challenge
Activity for the start of the class where a teacher is projecting and using this as a way to engage…
Sign in to reply.
Asynchronous Instruments
These two weeks felt especially productive because I was able to move from building mostly on my own to getting meaningful external feedback. I'll start with the best update, which is the ability to begin to host retreats with Retreatology, which is a part of Moishe House. My partner is hosting…
Sign in to reply.
Benchmate
Tennis Performance and Physiological Data Integration
A prototype to answer whether a bad performance comes from fatigue or technique. It pairs physiological data — readiness, sleep and HRV — with pose data extracted from his own match video using Google MediaPipe and custom Python, measuring signals such as peak racket-hand speed. The N-of-one…
Sign in to reply.
AI Drug-Discovery Engine for Rare Diseases
A rare-disease platform that uses precomputed multilevel biological representations to power two world models: one generates personalized mechanistic disease hypotheses, the other designs patient-specific AAV therapeutics. Pareto frontiers balance biologist intuition with machine-learning exploration. The demo focused on Duchenne muscular dystrophy.
Sign in to reply.
Creating a Verancular - Asynchronous Instruments
This week, I took inspiration directly from the physical world. I visited Arcosanti and Cosanti and became fascinated by their cast forms. Many are made from styrofoam molds, but what struck me…
Sign in to reply.
Am I A Fit?
Free portfolio reviews for software engineers eyeing hardware startups. Submit your best GitHub repo for a code review, get your LinkedIn trajectory scanned for green and red flags, then pick a featured startup role to get a FIT score and see where you rank against other candidates.
Sign in to reply.
From RESIST to ROOTED: Measuring selective pressure
This sprint's presentation explores the transition from RESIST, a hypothetical cancer resistance…
Sign in to reply.
Quantitative Digital Morphometry
I did a research project for Sprint 1 of the Worldwide Studios Fellowship for AI for Science,…
Sign in to reply.
StructRead
Help ADHD people to read better by restructuring existing text into more readable format so that…
Sign in to reply.
Write with Milo Feature Build: UI improvements
Milo helps students who, even with assistive technology, still struggle to manage the tools while getting their thoughts together and onto the page. I’m exploring how AI could provide support that helps students express more of what they’re capable of without taking over the thinking for them.
Sign in to reply.
har-annotator
AEO Grader
As people increasingly ask AI systems for recommendations, businesses need to understand answer-engine optimization (AEO) alongside conventional SEO. Feodor saw businesses in Russia falling behind in AI adoption and best practices, and built AEO Grader to help organizations understand and improve how their websites are represented in AI-assisted search. Built with Jay and Harsh, who tested an early teaching-platform version and interviewed dozens of businesses about their AEO pain points.
Sign in to reply.
Waridi
Seventy-five percent of Kenyans are unaware of mental-health issues, and most cannot afford care. Stigma, lack of awareness and high costs lead to silent suffering and rising suicide risk, especially among unemployed youth. Waridi is voice-based mental-health screening via AI that detects distress…
Sign in to reply.
XR Simulation from Papers
Computer Vision for Microbes
Bayesian optimization: can LLMs pigeonhole experimental scientists?
Scientists increasingly ask chatbots what to try next, but it’s unclear what those suggestions are based on. I tested this by asking Claude Opus 5.5 for its next three experiments on four measured…
Sign in to reply.
Jobs Jobs Jobs
In trying to decide how to focus on generating demand & interest for GradBuddy, I started really…
Sign in to reply.
TubeDummies
Turns any YouTube how-to into an interactive tutorial: timestamped steps highlight as the video plays, progress is saved as you go, and a Claude-powered coach answers questions about the exact step you're stuck on.
Sign in to reply.
watch agent run
An observability layer for agent runs: a repository that turns opaque agent logs into deterministic readouts — input/output tables, color-coded views and a provenance report — so scientists can compare what an agent claims it did with what append-only logs show actually happened. Demonstrated on…
Sign in to reply.
How Useless Are You?
Name a startup and a role, then take a 5-minute technical challenge generated for that company's stack. Claude grades your answer, scores how "useless" you'd be there, breaks down your skills gaps, and roasts you. Brave souls can post their score to the leaderboard.
Sign in to reply.
Allen Institute Query Reframer RAG Standard
https://app.notion.com/p/Reframing-User-Queries-Allen-Institute-RAG-Standards-Sprint-2-40febac0123780a5aed5de1ffcfca5d8
Sign in to reply.
Universum Therapeutics
TutorialOS (HelpOS) | Sprint 1
A Mac learning companion preview that points to controls for five supported Safari and FaceTime voice tasks while the learner clicks and confirms each step. The public 40-second walkthrough uses…
Sign in to reply.
Careers in the Classroom | Teaser Demo
First version of the site with a couple sample examples that I've been using to introduce the idea to teachers
Sign in to reply.
PersonaLM
Learn complex topics through your favorite characters. A platform where students create custom characters around their own learning materials, built after Jasjeev wanted a better education experience for his neurodivergent brother. Fifty-two percent of K-12 students report that they are not engaged…
Sign in to reply.
ThinkHigher
Scenario-based practice for aspiring data analysts. ThinkHigher gives students a virtual,…
Sign in to reply.
AfroEvidence
Less than 3% of African medical research makes it into global guidelines, leaving clinicians without context-specific, evidence-based support at the point of care. AfroEvidence is an AI-powered platform that indexes local clinical research and case data, delivering insights through an API or an app integrated into hospital systems to support real-time decision-making and improve outcomes. Team: Alex Wanjai, Stephen Kairu, Dr. Nicholas Njonjo and Dr. Wechuli Simiyu.
Sign in to reply.
Paperclip Orchestration
An orchestration layer that turns a research question into a structured, citation-anchored evidence digest. A Claude skill converts the question into a run scaffold and instruction file, Claude Code executes the run against Paperclip (an agent-first CLI over 11M+ full-text papers, trials and…
Sign in to reply.
T75 Flask Decapper
Gap Finder
Gap Finder is an AI-powered tool that helps VCs evaluate deep-tech startups by verifying scientific…
Sign in to reply.
Discover Careers with Screenshot Challenge
Activity for the start of the class where a teacher is projecting and using this as a way to engage…
Sign in to reply.
Benchmate
AI Drug-Discovery Engine for Rare Diseases
A rare-disease platform that uses precomputed multilevel biological representations to power two world models: one generates personalized mechanistic disease hypotheses, the other designs patient-specific AAV therapeutics. Pareto frontiers balance biologist intuition with machine-learning exploration. The demo focused on Duchenne muscular dystrophy.
Sign in to reply.
Am I A Fit?
Free portfolio reviews for software engineers eyeing hardware startups. Submit your best GitHub repo for a code review, get your LinkedIn trajectory scanned for green and red flags, then pick a featured startup role to get a FIT score and see where you rank against other candidates.
Sign in to reply.
Common Bench
If setting up autonomous labs becomes a commodity, what happens to the everyday work of a scientist? Common Bench is a speculative tool to explore the future of electronic lab notebooks, automatic instruments, and basic wet lab drudgery.
Sign in to reply.
Gap Finder
I built Gap Finder, an AI tool that goes beyond summarizing scientific papers to identify missing…
Sign in to reply.
GradBuddy is off!
GradBuddy, an app which helps MBAs pivoting careers turn their cases and problem sets into practice for the product or finance job they’re after — and proof they can do it. The 'Hustle Challenge'…
Sign in to reply.
Stapler
Whetstone
An immersive tutoring environment for professionals preparing for Anthropic's Claude Code Architect exam, where a failed attempt brings a six-month cooldown. Xiangan also tested the product for CISSP cybersecurity certification. Seventy-two percent of people fail certifications such as the OSCP on…
Sign in to reply.
Strata Mundo
Personalized middle-school math games. Strata Mundo helps learners understand math through games…
Sign in to reply.
Kia
Patients waste hours in queues only to see the wrong specialist or leave without care, while…
Sign in to reply.
CryoVision
Computer vision for freezer boxes: reads a 10x10 cryobox from a single photo using OpenCV and Claude's vision API, and exports a JSON map of every grid position (A1-J10) with whatever label text, cap colour or description it can make out — instead of 20 minutes of digging for one tube. Later folded…
Sign in to reply.
JARVIS for Bio
Text Lab (finalized version)
Text Lab is a reading game where students interview characters from classic stories, then race to prove what’s true with evidence from the text.
Sign in to reply.
Demo - Adding an interactive image to the writing process
Does adding interactive images to the writing process help students generate more of their own ideas and add them to their writing and will that skill be developed over time so they don't have to use…
Sign in to reply.
DIY Self-Driving Cell-Culture Lab
A modular self-driving lab for cell-culture viability studies, aiming for benchtop reliability at scale. The keystone build is a heater-shaker prototyped for roughly $100 in components using makerspace electronics, salvaged printer stepper motors and 3D-printed PETG, controllable from a local…
Sign in to reply.
Designing the "learning to write" space
This feature challenges the workspace where students write, typically Google Docs or Microsoft Word, where tools are located outside of the writing space. Write with Milo embeds them into the design.
Sign in to reply.
SkillTrees AI
Tell it a skill you want to master and it builds you a personalized skill tree of hands-on projects. Every node comes with a hand-picked video, a 1-pager, an action item and resources; submit your…
Sign in to reply.
Supercell Explorer
Supercell Explorer is an interactive environment for exploring airflow structures and motion in supercell thunderstorms. It combines scientific visualization, simplified prescribed velocity fields, and hands-on experiments with passive tracers to make complex atmospheric dynamics easier to investigate and understand. The goal is to make atmospheric science more accessible without confusing simplified models with real storm observations or weather forecasts. Live interactive demo:…
Sign in to reply.
Text Lab V.1
First version of an app designed to increase literacy rates nationally
Sign in to reply.
Asynchronous Instruments
This week, I: - Spent two-and-a-half hours in a problem-statement workshop - Had several…
Sign in to reply.
breath-cam
Sarto
Connects aspiring student builders with small businesses that need AI-native solutions, from WhatsApp customer-support agents to back-office automation. Ryan took a leave of absence from college because it did not offer a way to keep up with the latest in AI, and saw a gap between the experience…
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PregMap
Winning project of the cohort. Kenya's high maternal deaths trace to low antenatal-care attendance and paper-based records that scatter data, delay risk detection such as pre-eclampsia, and keep clinicians blind to patient history. PregMap digitizes ANC records in one platform, pushes SMS/USSD…
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DermAssist
With only 24 dermatologists for over 50 million Kenyans, general practitioners are left to diagnose…
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CVMD — Cognitive Variability Measurement Device
A low-cost Arduino device — ELEGOO UNO R3, Sanwa arcade buttons, LEDs — that measures cognitive performance in real time to test whether wearable readiness scores actually predict behavioural impairment. Wearables hand you a readiness number that nobody has validated against real cognitive performance; this builds that ground truth. Sameer pivoted from this hardware to a software version, then a coaching dashboard, before the pose-and-wearables tennis prototype he demoed at the end — which…
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100 Open Source Hardware Projects
A scrollable list of projects to get first hands on experience in hardware. It includes consumer, robotics, medical, and research projects. Each project has a guide, interactive prompt, and original…
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Sanity Engine
Sanity Engine is an adversarial, deterministic scientific hypothesis checker designed to red-team…
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Asynchronous Instruments
These two weeks felt especially productive because I was able to move from building mostly on my own to getting meaningful external feedback. I'll start with the best update, which is the ability to begin to host retreats with Retreatology, which is a part of Moishe House. My partner is hosting…
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Tennis Performance and Physiological Data Integration
A prototype to answer whether a bad performance comes from fatigue or technique. It pairs physiological data — readiness, sleep and HRV — with pose data extracted from his own match video using Google MediaPipe and custom Python, measuring signals such as peak racket-hand speed. The N-of-one…
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Creating a Verancular - Asynchronous Instruments
This week, I took inspiration directly from the physical world. I visited Arcosanti and Cosanti and became fascinated by their cast forms. Many are made from styrofoam molds, but what struck me…
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