Projects
ChromeSwitcher
Google account switcher extension
A Chrome extension to auto-switch to the right Google account across a range of Google services.
(Reimplementation) Born-again Tree Ensembles
Interpretable high-accuracy decision trees
A reimplementation of a DP algorithm to convert a random forest to a decision tree.
McKinsey Venture Academy
Co-lead
I co-lead this UK-wide social-enterprise accelerator for university students.
Building Fair and Transparent ML
AI for Social Good workshop, ICML 2019
Imran Ahmed, Giles L. Colclough, Daniel First, & QuantumBlack contributors
Operationalizing Risk Management in ML
Debug ML workshop, ICLR 2019
Imran Ahmed, Giles L. Colclough, Daniel First, & QuantumBlack contributors
(Reimplementation) FaceBoxes
CNN for CPU-based face detection
Tensorflow implementation of Faceboxes. Model provided accurate CNN-based face detection on a CPU at ~8 FPS.
A smart stethoscope for diagnosing lung diseases
Master's thesis
Research with Dr. Anurag Agarwal and Prof. Mark Gales. Content under NDA.
(Reimplementation) 3D U-Net
CNN for medical image segmentation
Tensorflow implementation of the popular 3D U-Net architecture trained on a prostate segmentation task.
Clickyclicky
Hack Cambridge 2018
A 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 2017
Aniruddh Raghu, Matthieu Komorowski, Imran Ahmed, Leo Celi, Peter Szolovits, Marzyeh Ghassemi
Pure Interaction
Microsoft prize, HackMIT 2017
A tool to browse the web via eye-gaze, voice commands, and facial expressions. Top 10 finalists out of 100+ teams.
Hackbridge.io
Co-founder
An organisation to help students work together to build their side-projects at Cambridge.
Scholarly.ml
Machine Learning Literature Explorer
A simple website to explore the ML academic landscape, using LDA to find similarity between academic papers.
Project Access
Student-run educational-access non-profit
Managed the design and development of a platform to digitse the organisation's mentor-mentee matching program.
CPU-based face-tracking
UROP, Interactive Robotics Group
Project focussed on rotation-invariant CPU-based face-tracking for robotics applications onboard the ISS.
Educational Video Compression
Prize winner, Facebook Hackathon Finals
Created an algorithm to compress educational videos by 100x to reduce the data cost of accessing online education.
Automata Systems
$5000 grant, MIT Sandbox Fund
Awarded $5000 funding as part of the MIT Sandbox Fund to develop various ML-focussed side-projects while at MIT.
Blackbox
Facebook prize, HackMIT 2016
Rules-based chat-bot to process natural language input and provide curated dating advice to users.
Smart Jar
2nd place, Hack Cambridge 2016
A device to predict the consumption of perishables in a home, and automatically reorder supplies.
Cambridge University Eco Racing
Business Manager
Led a 10-person team to raise funds for this student-run solar racing team with an operating budget in excess of £1m.