Hybrid Embedding and BM25 Semantic Matching Pipeline
I executed semantic text matching using embeddings and scoring to surface distinctive passages.
- Machine Learning
- Natural Language Processing
- Latent Semantic Analysis
- Python
- Word Embedding
Statistics
6 projects.
Other categories
Analysis and Reporting for Longitudinal Intervention Study
I conducted an analysis of longitudinal intervention data that delivered a client-ready report with figures in a Jupyter notebook.
- Statistical Analysis
- Python
- pandas
- Longitudinal Analysis
- Data Visualization
Mined Legacy Game System Data to Build Model for Converter
I mined data for ~4,000 entities in two game systems to create a model based on percentile mapping that converts entities from the old system to the new one.
- Machine Learning
- Data Analysis
- Python
- Data Wrangling
- PostgreSQL
Multithreaded Chess Analysis Optimization and Other Fixes
I optimized chess analysis software. I improved performance, data retrieval, and parsing accuracy.
- Python
- Multithreaded Programming
Data Analysis of Call Logs
I analyzed law firm call logs to assess staffing needs and evaluate agent performance.
- Python
- Data Analysis
- Data Wrangling
Sleep Study Results Analysis and Report
I conducted an analysis of the results from an at-home sleep study, producing a report with supporting visualizations.
- Statistical Analysis
- Visualization
- Python
- Matplotlib
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What I do →