⚖️ FairFrame – ML Fairness Audit Framework
Designed a framework for fairness and bias assessment of machine learning models in a fictional fintech setting. Includes beginner, intermediate, and advanced audit levels with example tasks, scoring rubric, and mitigation strategies.
Demo Structure | GitHub
🛣️ RoadRiskIQ – US Accident Risk Explorer
Exploratory and risk-based analysis of 7.7M+ US traffic accidents using DuckDB, with severity-aware scoring, geospatial patterns, and time-based trends.
Interactive Map | GitHub
⚡ SkinDx AI – Skin Lesion Classifier
Deep learning app for early triage of skin lesions using CNNs and medical image augmentation, deployed via Gradio.
Live Demo | GitHub
🧬 Clinical Trial Matcher
ML-powered Gradio app recommending trials for women with PCOS and related conditions.
Live Demo | GitHub
🚗 Used Car Price Prediction
Regression model to predict used car prices using scikit-learn and Python.
GitHub
🍔 FoodHub Order Analysis
Trend analysis of food delivery data using Python for customer and business insights.
GitHub
🏡 Boston House Price Prediction
Regression-based housing price predictor using Boston dataset and scikit-learn.
GitHub
🤖 Fine-Tuning DistilBERT
Comparing two fine-tuning strategies for sentiment classification with Hugging Face Transformers.
GitHub