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

Data Analysis of Call Logs

I analyzed law firm call logs to assess staffing needs and evaluate agent performance.

Python
Data Analysis
Data Wrangling

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

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

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

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