Projects
A selection of projects I have built — some as proof of concepts, some to sharpen my backend and ML skills, and others to solve real problems.
Option Trading Platform
A real-time options trading platform with stock price simulation. Users can place trades, adjust position sizes, and monitor live profit/loss updates via WebSocket-based live price feeds and asynchronous task processing.
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Python
Django
Django Channels
WebSockets
Redis
Celery
StackOverflow Tag Predictor
A multilabel classification application that predicts Stack Overflow question tags based on a question's title and description. Uses Logistic Regression with TFIDF vectorization trained on 6M+ rows, achieving a Micro F1 score of 0.49 across ~500 tags.
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Python
Flask
Scikit-learn
TFIDF
Machine Learning