GPT Automator, LangChain and Tool Engineering - EA London Hackathon
February 12, 2023Yesterday, Chidi Williams and I did the London EA Hackathon 2023. We built a tool to physically control your computer through your voice…
I'm on a mission to solve real problems at scale.
To date, I've approached this in several ways: building companies; working as a software engineer developing websites, apps, and machine learning pipelines; consulting for early-stage tech startups on product development, technical hiring, and outsourcing; and making small angel investments.
I'm currently hacking on new projects.
Previously, I was the Head of Product at PostHog. Before that I was the CEO/co-founder of Fella a YC backed startup that helps men with obesity get to a healthier weight. I was an AI Resident at Microsoft Research working on deep reinforcement learning for automated software testing. I studied the MSc in Computer Science at UCL, completing my thesis with Cambridge Cancer Genomics, a Y Combinator backed BioTech Startup. I studied pre-med at Cambridge where I was the founding President of the Cambridge StartUp Society hosting events with startup founders and venture capitalists. My work on cognitive neuroscience was published. Alongside, I built Proteam, which we grew to be the largest platform for intra-university sport in the UK with 9,000+ users.
Yesterday, Chidi Williams and I did the London EA Hackathon 2023. We built a tool to physically control your computer through your voice…
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Enter the following snippet into your chrome developer console
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Here are two projects that I am proud to have led.
I completed my master's thesis with Cambridge Cancer Genomics (YC S17), leading the development of SomaticNet - a novel method for detecting cancer mutations.
The resulting paper was accepted at the Machine Learning for Health workshop at NeurIPS 2018 and the tool is publically available via CCG's website.
During my final year at Cambridge, I co-founded and was CTO of Proteam which we built to solve the lack of organisation of University Sport.
The iOS and Android apps allowed students to follow teams, get notified of upcoming games, create team-sheets and much more.
We grew the platform to 9,000+ users across 6 Universities. You can find an archive of the website here.
From idea to prototype in 24-hours!
🎉 Winner of HackCambridge 2019
We developed a tool to gamify physiotherapy workouts by using machine learning to classify poses. The aim is to increase adherence of at home workouts. All training and prediction is done in-browser using Tensorflow.js, reducing any reliance on servers and meaning your images never leave the computer - maintaining privacy.
🎉 Winner of HackCambridge's Microsoft Prize 2018
For the millions of people with Visual Impairments, images online are inaccessible. We created a chrome extension which uses machine learning to automatically generate the missing image captions. The captions describe what's in the photo, who they are, and what any text says.
Visit VisualCognition.co for more information.
🎉 Winner of Allia's Serious Impact Hackathon 2017
We created the proof of concept for faster, cheaper and more accurate screening of Macular Degeneration. It is built for Google Cardboard which turns any phone into a VR headset.
Our solution has three parts:
1. Mapping the functional visual field
2. Increasing awareness of what it's like living with MD
3. Warping a real-time camera feed to move images out of your blind spot
Visit Github for more information.