Projects
Browsable PDF artifacts from graduate coursework, organized by topic, plus longer-form project write-ups.
Featured write-ups
Reinforcement Learning Video Notes
Kaggle Competition Playbook
A comprehensive collection of Kaggle competition solutions featuring reusable Python notebooks, feature engineering patterns, cross-valid...
Master's Theorem Visual Guide
Q-Learning Pac-Man Agent
A comprehensive reinforcement learning project implementing Q-Learning algorithm to teach an agent to play Pac-Man, demonstrating fundame...
vLLM HPCC Simulation & NeuroGolf ONNX Optimization
A comprehensive hardware-software co-design project that simulates vLLM microarchitectural bottlenecks (KV cache, TLB) and applies those ...
Spatial Gaussian Process Hidden Semi-Markov Model (GP-HSMM) for Stratigraphic Prediction
A robust mathematical architecture unifying spatial statistics, duration-explicit sequence modeling, and Bayesian non-parametrics for sub...
Analysis of algorithms
Cryptography
Intelligent systems
Logic for computer scientists
Machine learning
Software project management
Software verification and validation
![Screen Capture 001 VagueSpecAgent LangSmith [smith.langchain.com] (preview)](/assets/images/work-pdf-thumbs/w_88b879c9c310537c.png)
Theory of automata
Notes
Featured Project: Subsurface Stratigraphic Prediction
- Spatial Gaussian Process Hidden Semi-Markov Model (GP-HSMM) - A mathematical architecture unifying spatial statistics, duration-explicit sequence modeling, and Bayesian non-parametrics for geosteering.
- Kaggle Notebook Implementation