Hi, I'm Jash.
RSS FeedI build things that learn from data. Models, pipelines, systems end to end, from raw CSV to deployed API. Studying Data Science at IIT Madras, always one experiment away from something interesting.
Featured Projects
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Neuromorphic Vision Bird Classification using Spiking Neural Networks
End-to-end pipeline converting RGB videos into event-based DVS data using an IEBCS simulator, then classifying bird species with a Spiking Neural Network.
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Multi Label Emotion Classification Using Deep Learning
Trained a multi-label emotion classifier using PyTorch and Weights & Biases for the Introduction to Deep Learning and GenAI course at IIT Madras.
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LLM-based Automation Agent
Built an LLM-powered automation agent using Python, FastAPI, and the OpenAI API as part of the Tools in Data Science course at IIT Madras.
Recent Projects
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House Price Prediction
Regression model predicting house prices from location, size, and amenity features, built for the Machine Learning Practice course at IIT Madras.
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Quiz Master
A full-stack quiz application built with Flask and Vue.js, featuring a REST API backend, SQLite database, and Redis caching.
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Predictive Modeling for Customer Conversion
Built a regression model to forecast total purchase amount for user sessions on a large-scale e-commerce platform, for the Machine Learning Practice course at IIT Madras.