Experience
Where I've worked
01/2026 – 07/2026 · Noida
ML Intern
Unified Mentor Jobs
- Preprocessed a customer dataset of about 9,000 records for churn prediction, handling missing values and applying one-hot encoding to categorical features to prepare a clean training dataset.
- Trained a Random Forest classifier to predict customer churn and evaluated its performance to identify the key churn-driving factors for business decisions.
07/2024 – 12/2024 · Kolkata
Intern
Think Again Lab
- Implemented JWT-based authentication with secure login and signup flows, supporting 500+ active users and cutting session errors by 30%.
- Integrated real-time map services using the OSM API and synced data in real time through Firebase (Auth, Firestore, Realtime DB) across 1,000+ concurrent users.
- Developed and shipped web applications with Django, contributing 3,200+ lines of code and resolving 15+ critical bugs for a consistent, responsive user experience.
- Python
- Django
- Firebase
- REST APIs
- OSM API
- HTML
- MVT