Adrian Lam

Math student at UBC. Passionate about building things and helping people.

AL

Recent GitHub Activity

adriandlam's Github chart

Psssst, can you tell when my exams are? I'm not sure if I can

About Me

I'm a Mathematics student at the University of British Columbia, set to graduate in 2026. I have a strong background in software development, with experience in full-stack development, machine learning, and data analysis.

Education

University of British Columbia

2022 - 2026

Bachelor of Science, Mathematics

Projects

Here are some of my notable projects that showcase my skills and interests:

Heida screenshot

Heida

Completed

An AI command center that unifies 220+ AI models with your own API keys, featuring document intelligence, interactive tools, and persistent knowledge graphs.

Next.jsSupabaseFastAPIDockerRedisVector EmbeddingsTypeScriptTailwindCSS
MNIST Digit Classifier screenshot

Neural network implementation from scratch with 98.32% accuracy on the MNIST handwritten digit dataset.

PythonNumPyPyTorchNeural NetworksMachine LearningComputer Vision

A hybrid retrieval system combining semantic search and BM25 with context enrichment, achieving (a naive) 2.92/3.0 average accuracy on complex queries.

PythonNLPSentence TransformersBM25OpenAI APIPandasNumPyNLTK
UBC Metrics screenshot

UBC Metrics

Completed

Course difficulty prediction system with 4.84% error rate based on historical grade distributions.

PythonPandasScikit-learnSeabornNumPyNLPWeb Scraping