Experience
Performed end-to-end Exploratory Data Analysis (EDA) on real-world datasets, handling missing data, outliers, feature distributions, and delivering business-driven insights through structured data storytelling.
Built and optimized machine learning models using feature engineering, ensemble methods, and hyperparameter tuning, with rigorous validation, error analysis, and bias–variance trade-off evaluation.
Designed production-oriented ML pipelines, including model selection, experiment tracking, data leakage prevention, and KPI-aligned performance evaluation.
Deployed machine learning models via FastAPI, applying model serialization, input validation, and MLOps concepts such as versioning, drift awareness, and monitoring strategies.
Created Website for their Business Growth up to 75%
Improved load times through JS/CSS optimization.
Built and deployed a full-stack website using React, Vite, FastAPI, and MongoDB.
Streamlined backend operations using FastAPI, reducing response time by 40%.
Enhanced online visibility with SEO-friendly React structure and optimized routing.
Boosted user engagement with a responsive UI and intuitive navigation design.
Created responsive apps focused on accessibility & performance.
Built a Student Management System reducing data errors by 50%.
Enhanced interactivity via RESTful API integration.
Improved load times through JS/CSS optimization.