Projects
Py_FS
Open-source Feature Selection Library
An open-source Python library implementing optimized feature selection algorithms for machine learning research.
- • 66+ GitHub stars, 39+ forks
- • Used in peer-reviewed research
- • Focus on performance and correctness
- • Implemented using MATLAB and Python with libraries such as NumPy, SciPy and scikit-learn.
Tech: Python, NumPy, scikit-learn, PyPI
CUFoodie
Full-stack Web Application
A full-stack web application helping Columbia students discover curated restaurants near campus.
- • 500+ users
Tech: React, Flask, Python, JavaScript, PostgreSQL, Google Cloud
Mayfly Optimization - Harmony Search
ML Optimization Algorithm
A nature-inspired ML optimization algorithm called Mayfly Algorithm, coupled with greedy local search for purpose of feature selection. Used in various domains such as cancer cell detection, signature verification, etc.
- • Work published in IEEE Access journal
- • Accumulated 150+ citations
Tech: Python, NumPy, SciPy, scikit-learn, MATLAB
More Projects
Additional academic, systems, and machine learning projects can be found on my GitHub profile.