(Reimplementation) Born-again Tree Ensembles
Interpretable high-accuracy decision treesA reimplementation of a DP algorithm to convert a random forest to a decision tree.
McKinsey Venture Academy
Co-leadI co-lead this UK-wide social-enterprise accelerator for university students.
Building Fair and Transparent ML
AI for Social Good workshop, ICML 2019Imran Ahmed, Giles L. Colclough, Daniel First, & QuantumBlack contributors
Operationalizing Risk Management in ML
Debug ML workshop, ICLR 2019Imran Ahmed, Giles L. Colclough, Daniel First, & QuantumBlack contributors
Hack Cambridge 2018A simple utility tool to control and share data across multiple computers with a single mouse and keyboard.
Deep RL for Sepsis Treatment
ML4H workshop, NeurIPS 2017Aniruddh Raghu, Matthieu Komorowski, Imran Ahmed, Leo Celi, Peter Szolovits, Marzyeh Ghassemi
Microsoft prize, HackMIT 2017A tool to browse the web via eye-gaze, voice commands, and facial expressions. Top 10 finalists out of 100+ teams.
Co-founderAn organisation to help students work together to build their side-projects at Cambridge.
Machine Learning Literature ExplorerA simple website to explore the ML academic landscape, using LDA to find similarity between academic papers.
Student-run educational-access non-profitManaged the design and development of a platform to digitse the organisation's mentor-mentee matching program.
Educational Video Compression
Prize winner, Facebook Hackathon FinalsCreated an algorithm to compress educational videos by 100x to reduce the data cost of accessing online education.
$5000 grant, MIT Sandbox FundAwarded $5000 funding as part of the MIT Sandbox Fund to develop various ML-focussed side-projects while at MIT.
Facebook prize, HackMIT 2016Rules-based chat-bot to process natural language input and provide curated dating advice to users.
2nd place, Hack Cambridge 2016A device to predict the consumption of perishables in a home, and automatically reorder supplies.
Cambridge University Eco Racing
Business ManagerLed a 10-person team to raise funds for this student-run solar racing team with an operating budget in excess of £1m.