Projects
If you think it would be useful or interesting to collaborate on a project, please contact me to discuss.
Featured Projects
Programming Lab Retrospective Report
Data-driven retrospective report with 20 prioritized recommendations for a 10-week Python programming lab using Google APIs.
Google Drive API
Google Colaboratory
Google Sheets
Google Docs
PWA SeizureSavvy
Full-stack Progressive Web App for seizure tracking with predictive warnings using XGBoost and LSTM models, built with React and Flask.
Progressive Web App (PWA)
React
Flask
XGBoost
LTSM
SQLAlchemy
Synthetic Control Replication
Replication study of Philadelphia's excise tax impact on beverages using synthetic control methods in R with causal inference.
R
rmarkdown
Causal Inference
Synthetic Control
replication
Ask my Second Brain (Obsidian RAG)
AI-powered personal knowledge assistant using LlamaIndex and OpenAI API to query Obsidian knowledge base with RAG architecture.
Retrieval Augmented Generation (RAG)
python
llamaindex
OpenAI
Other Projects
Minimalist Llama2 implementation using PyTorch, exploring LLM components like RoPE, attention mechanisms, and AdamW optimizer.
Large Language Model (LLM)
PyTorch
Machine learning classification system to automatically organize Obsidian notes using SVM and Naive Bayes with 87% accuracy.
scikit-learn
Support Vector Machine (SVM)
Support Vector Classifier (SVC)
Naive Bayes
Data analysis report identifying causes of user engagement drop in Yammer enterprise platform with targeted recommendations.
SQL
data analysis
data reporting
Statistical analysis comparing ratings between long-titled and short-titled English books on Goodreads using paired t-tests.
statistical inference
paired t-test
data processing
Jupyter Notebook
pandas
matplotlib
GitHub Activity
My GitHub ↗ contributions over the past year. Colored squares represent days with commits.