Master of CS, Machine Learning (In Progress), Georgia Tech → ML for Trading

Bachelor of CS + Business, University of British Columbia → Applied ML, AI II, AI, Databases, Algorithms, SWE, ML (Coursera)

Meta, SWE → Optimized ad auction bids with ordinal classification/regression models, multi-task deep learning, pipelines

Wealthsimple, SWE → ML platform, LLMs, vector similarity search, classification/regression, NLP chatbot, project management

Shopify, Data → Full-stack data science including: dashboarding, product analytics, ETL pipelines

Orbis Investments, SWE → Full-stack web dev including: DB, microservices, messaging, API development, front-end

Canalyst Financial Modeling, SWE → Quantemental equity research tooling/dashboards, data manipulation, parse trees

Tech Bytes Foundation, Data/AI/ML Lead → Created projects in: data analysis, ML algorithms, reinforcement learning

👨‍🏫 UBC CS, Teaching Assistant → Led labs on: data analysis, algorithms, graphs, trees, search, recursion, functional programming

🌱 UBC Launch Pad, Android Developer → Worked with 5 other developers to build an AR teaching aid for soil science courses

🧙‍♂️ Music Merlin Classifier, Python/Scikit-learn → Spotify genre classification using Logistic, Random Forest, LGBM models

💹 Stock Analysis, Python/Pandas/Matplotlib → Dashboard to calculate/visualize technical indicators (MA, Bollinger Bands, RSI)

🧩 Sudoku Solver, C++ → Solves 9x9 Sudoku puzzles using a backtracking depth-first search over a 2D array

📉 COVID-19 Dashboard, Python/Flask/Heroku → Interactive Bokeh/Flask dashboard to visualize pandemic data by province

🎮 Stacks, Python/Pygame → Block-stacking game where the goal is to stack the moving blocks as high as possible

👾 Space Invaders, Python/Pygame → Object-oriented implementation of the classic space invaders game

💳 Credit Decisioning Model, Python/Scikit-learn → Predicts whether a borrower will default using K Nearest Neighbors

Python (Pandas, NumPy, Scikit-learn, Keras/TensorFlow, PyTorch, NLTK, Spark, Matplotlib, FastAPI, Flask, Django), R, SQL, Airflow, AWS (S3, ElasticSearch), NVIDIA Triton, LLMs (ChatGPT, LLaMA, Cohere, Langchain, Vector DBs), C#/.NET (LINQ, Npgsql, Regex), Dashboards (Streamlit, Plotly, Mode, Tableau, Preset/Superset), Java (JDBC), C++, JavaScript/TypeScript (Node, Express, React, Jest), RabbitMQ, Docker, Bash, Git, Jira, Notion