SYSTEMS · RESEARCH · STORY

I build machine learning systems that survive outside the notebook.

Computer science + mathematics student building data systems, research tools, and product-minded AI projects.

Explore ProjectsAbout Me

Engineer · Teammate

Systems & shipping

The Engineer

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I turn messy data into systems people can inspect, test, and use.

Winning XI

World Cup Outcome Predictor

Who's That?

One-Shot Face Recognition System

QuickQuant

Financial News Analyzer

Communication & leadership

The Teammate

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I make complex work easier to understand, present, and move forward.

Research

Poster Presenter (2×)

Competition

2× National IPDA Debate Champion

Competition

Datathon Runner-up (2×)

SELECTED SYSTEMS

Built, measured, shipped

Metrics and method for each project. Full case studies on Projects.

Winning XI

Winning XI

World Cup Outcome Predictor

  • 10,000+ simulations per tournament
  • 2nd place (2 years)

Probabilistic match and tournament predictor using historical international match data, calibrated team strength ratings, and Monte Carlo simulation.

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Who's That?

Who's That?

One-Shot Face Recognition System

  • Single image training
  • <100ms inference

One-shot face recognition pipeline using pretrained deep learning models.

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QuickQuant

QuickQuant

Financial News Analyzer

  • 1,000+ articles/day
  • <1s retrieval time

Processes 1,000+ financial articles per day with sub-second semantic retrieval using embeddings and similarity search.

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Proof and contact

  • 2× National IPDA Debate Champion
  • 2× Research Poster Presenter
  • 100+ Residents Supported
  • $1M+ resource allocation

I'm always down to chat about projects you're interested in, collaboration ideas, or dad jokes, especially the funny ones.

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