What I Work On

Areas of focus demonstrated through 15 completed projects

ML Pipeline Development

End-to-end machine learning pipelines with 10+ algorithm comparisons, cross-validation, and SHAP analysis. Built 6 ML projects across classification and regression problems.

Data Analysis & EDA

Automated exploratory data analysis with InsightfulPy (30+ functions, 9 releases) and AutoCSV Profiler — both published on PyPI for memory-efficient data profiling.

Large-Scale Data Processing

Processing datasets up to 58.4M records across 7 files with 68.5% memory optimization. Feature engineering with temporal aggregation and statistical validation.

Desktop Applications

Hybrid Electron + Python desktop applications with cross-platform support, including multi-AI chat management and audio processing tools.

Python Package Development

Building and publishing reusable Python packages on PyPI with proper testing (pytest), code quality (Black, Flake8, mypy), and CI/CD pipelines.

Web Development

Static websites with vanilla HTML, CSS, and JavaScript ES6 modules. Responsive design, CSS animations, theme systems, and performance optimization.