Chetan User

At HEXSYN DATA LABS, I developed Python scripts for data preprocessing, exploratory data analysis, and predictive modeling using Pandas and NumPy. I also built and evaluated machine learning models and created data visualizations to communicate analytical insights.

For Aetheris, my Phantasia Hackathon project, I developed a full-stack healthcare application with React, FastAPI, and Python. I designed REST APIs for patient monitoring, surgical risk analysis, and automated report generation, and integrated AI/ML and NLP services including BioBERT and Whisper.

I built the Student Performance Prediction System as an end-to-end machine learning application for predicting students’ mathematics scores. Its pipeline covers data ingestion, transformation, model training, and prediction, with hyperparameter tuning and model evaluation.

I also designed Climate Data Explorer, a Flask application for analyzing and visualizing climate datasets. I optimized data processing and compression techniques and developed interactive dashboards for exploring climate trends.