Led a 4 week Python and AI course for 50+ medical students, enabling teams to build healthcare focused software tools.

Mentored hackathon teams applying data analysis and automation to clinical innovation, achieving 100% attendance.

Conducted NLP research on script subtitle alignment for diarisation under Prof Batista Navarro.

Improved alignment accuracy from 73% to 81% across 62 BBC episodes using refined fuzzy matching techniques.

Built Python tools for preprocessing, tokenization, and similarity scoring to streamline data workflows.

Worked in a Scrum team during Code for Good, contributing to cloud based features for a nonprofit partner.

Selected from 12,500+ applicants and received a return offer for a 2026 Software Engineering Summer Analyst role.

Achieved 2nd highest P&L in a capital flow trading simulation during Technology in Investment Banking training.

Selected from approximately 10,000 applicants for exposure to UI development and machine learning in TDI.

Global volunteering platform with real time collaboration and an interactive 3D globe interface.

Stack: React, Globe.gl, FastAPI, Supabase, Gemini AI.

Agent based AI system generating illustrated stories from user input.

Stack: FastAPI, Gemini API, Next.js, Google Cloud, Firebase.

AI guided onboarding and mentor matching platform for a UK nonprofit.

Stack: React, Django, Gemini API, SQLite.

C library measuring Linux scheduler wake up latency and jitter under contention.

Stack: C, pthreads, CLOCK_MONOTONIC_RAW.