Resume
ML engineering experience, competitive achievements, and technical leadership.
Key Highlights
- →Built 3 production ML systems with measurable impact (prediction accuracy, real-time inference, scale)
- →2× National Debate Champion with proven communication skills for technical + non-technical audiences
- →Led teams to optimize $1M+ resource allocation using ML (Datathon runner-up, 2×)
- →Published research: X-17 boson search, ADHD biosignal triage (poster presentations, 2025)
- →Scaled systems to 1,000+ daily operations with sub-second response times
- →Supported 100+ residents as RA—crisis response, programming, mediation
Projects
Winning XI
World Cup Outcome Predictor
Probabilistic match and tournament predictor using historical international match data, calibrated team strength ratings, and Monte Carlo simulation. Processes 20+ years of match data to generate win probabilities and tournament forecasts.
10,000+ simulations per tournament • 2nd place (2 years)
Who's That?
One-Shot Face Recognition System
One-shot face recognition pipeline using pretrained deep learning models. Recognizes identity from a single labeled image in live camera feeds with real-time inference.
Single image training • <100ms inference
QuickQuant
Financial News Analyzer
Processes 1,000+ financial articles per day with sub-second semantic retrieval using embeddings and similarity search. Built for rapid information discovery in high-volume financial news streams.
1,000+ articles/day • <1s retrieval time
Achievements & Recognition
Poster Presenter (2×)
X-17 boson search (AT-TPC); ADHD biosignal triage. Research symposium, 2025.
2× National IPDA Debate Champion
Best Speaker (Division). National tournament wins.
Datathon Runner-up (2×)
Led 4-person team; ML optimized $1M+ resource allocation; delivered report + stakeholder pitch.
World Cup Predictor: 2nd Place (2 years)
Consecutive runner-up finishes in competitive prediction tournament.
Resident Advisor
Supported 100+ residents via programming, mediation, crisis response.
Interested in working together?
I'm actively seeking AI/ML internship opportunities where I can build intelligent systems that create real impact.
Get in Touch