About

I am a Data Science undergraduate at IIT Madras with a strong focus on machine learning and deep learning.

I enjoy building practical, end-to-end ML systems that cover the full lifecycle:

• data preparation
• feature engineering
• model training
• evaluation
• deployment

Education

• B.S in Data Science and Applications, IIT Madras (2024 - Present)
• Diploma in Data Science, IIT Madras (2025)
• Diploma in Programming, IIT Madras (2024 - 2025)
• HSC (Maths), GSEB Gujarat (2023)

Skills

• Programming: Python, SQL, JavaScript
• Data Science: Pandas, NumPy, SciPy, Scikit-learn, Matplotlib, Seaborn
• Deep Learning: PyTorch, TensorFlow, Hugging Face Transformers, Weights and Biases
• Tools and MLOps: Git, Docker, Linux, FastAPI, Jupyter Notebook, Yaak

Selected Projects

Neuromorphic Vision Bird Classification using Spiking Neural Networks (2026)

Personal project using Python, PyTorch, Norse, OpenCV, NumPy, and IEBCS. Built a full pipeline to convert RGB videos into event-based DVS data and trained an SNN classifier for bird classification.

Repository: github.com/jashmevada/NeuroBCDA

LLM-based Automation Agent (2025)

Course project at IIT Madras (Tools in Data Science). Built an LLM-based automation agent using Python, FastAPI, and OpenAI API.

Repository: github.com/jashmevada/TDS-Project-1

Multi Label Emotion Classification Using Deep Learning (2025)

Course project at IIT Madras (Introduction to Deep Learning and GenAI). Built a deep learning pipeline with PyTorch and Weights and Biases.

Repository: github.com/jashmevada/DL_GenAI

Predictive Modeling for Customer Conversion (2025)

Built a regression model to forecast purchase amount for user sessions on a large-scale e-commerce platform.

Tools: Python, Pandas, Scikit-learn, Kaggle

Repository: github.com/jashmevada/DL_ML_Projects

House Price Prediction (2026)

Built a regression model to predict house prices from location, size, and amenities.

Tools: Python, Pandas, Scikit-learn, Kaggle

Quiz Master (2025)

Built a full-stack quiz application with Flask, Vue.js, REST API, SQLite, and Redis.

Repository: github.com/jashmevada/skill_swap_platform

Certifications

• Big Data Computing (NPTEL)
• Japanese Language (NPTEL)
• Advanced Certificate in Machine Learning and Data Science, IIT Madras B.S. Degree