// ls projects/ · 8 items
Projects
Everything I've shipped, big and small. Click tags to combine filters; click column headers to sort.
tag
stack
| Project | Domain | Stack | Year | Status |
|---|---|---|---|---|
LinkedIn Resume Optimizer /linkedin-resume Two-pass LLM pipeline: normalize a PDF resume into structured data, then rewrite it against a job description. | AI · Productivity | FastAPI · React · Vite · Anthropic | 2026 | · private |
LLM-Powered Q&A Application /llm-qa Early LangChain-based Q&A system using OpenAI API during the initial LLM adoption wave. | AI · NLP | Python · LangChain · OpenAI | 2023 | · private |
Cricket Management Simulation /cricket-mgmt Agent-based modeling game simulating player, board, and fan stakeholder dynamics. | Simulation · Game | Agent-based modeling | 2025 | · private |
Role of Political Ideology in Friendship Social Networks /political-ideology Network-analysis study on the effect of political ideology on friendship-network structure. Presented at Midwest Data Science Conference. | Research · Network analysis | R · Gephi · Network analysis | 2018 | · private |
Identification of Clickers from Bookers /clickers-bookers Ensemble model distinguishing reservation-makers from browsers across 10.3M user-website interactions. Won "best ML algorithm" in the competition. | ML · Travel | Python · scikit-learn · Ensemble | 2017 | · private |
Demand Prediction for Taxi Services /taxi-demand Spatial demand prediction across 30 NYC regions, combining tweet-sentiment scores with prior taxi demand. | ML · NLP | Python · K-NN · NLP | 2017 | · private |
Carrier Choice Optimization with a Tier-Based Rebate Program /carrier-choice Stochastic optimization on package-delivery costs to identify divertible volume to a cheaper alternate carrier; time-series forecasts for proactive cost savings. | Optimization · Logistics | R · SAS · Optimization | 2017 | · private |
Effect of Forecast Accuracy on Inventory Costs /forecast-accuracy Dynamic optimization model reducing inventory-management costs across 1,000+ SKUs; tradeoff matrix between forecast accuracy and total shipping costs. | Optimization · Inventory | R · SAS · Optimization | 2017 | · private |
LinkedIn Resume Optimizer
/linkedin-resume
Two-pass LLM pipeline: normalize a PDF resume into structured data, then rewrite it against a job description.
AI · Productivity · 2026·· private
FastAPI · React · Vite · Anthropic
LLM-Powered Q&A Application
/llm-qa
Early LangChain-based Q&A system using OpenAI API during the initial LLM adoption wave.
AI · NLP · 2023·· private
Python · LangChain · OpenAI
Cricket Management Simulation
/cricket-mgmt
Agent-based modeling game simulating player, board, and fan stakeholder dynamics.
Simulation · Game · 2025·· private
Agent-based modeling
Role of Political Ideology in Friendship Social Networks
/political-ideology
Network-analysis study on the effect of political ideology on friendship-network structure. Presented at Midwest Data Science Conference.
Research · Network analysis · 2018·· private
R · Gephi · Network analysis
Identification of Clickers from Bookers
/clickers-bookers
Ensemble model distinguishing reservation-makers from browsers across 10.3M user-website interactions. Won "best ML algorithm" in the competition.
ML · Travel · 2017·· private
Python · scikit-learn · Ensemble
Demand Prediction for Taxi Services
/taxi-demand
Spatial demand prediction across 30 NYC regions, combining tweet-sentiment scores with prior taxi demand.
ML · NLP · 2017·· private
Python · K-NN · NLP
Carrier Choice Optimization with a Tier-Based Rebate Program
/carrier-choice
Stochastic optimization on package-delivery costs to identify divertible volume to a cheaper alternate carrier; time-series forecasts for proactive cost savings.
Optimization · Logistics · 2017·· private
R · SAS · Optimization
Effect of Forecast Accuracy on Inventory Costs
/forecast-accuracy
Dynamic optimization model reducing inventory-management costs across 1,000+ SKUs; tradeoff matrix between forecast accuracy and total shipping costs.
Optimization · Inventory · 2017·· private
R · SAS · Optimization