I am a B.Tech Computer Science Engineering (AI & Data Science) student passionate about building intelligent systems using Machine Learning, Deep Learning, and Data Analytics.
I have hands-on experience in developing predictive models, deep learning solutions, and data-driven applications. During my internship at Coincent Pvt. Ltd., I worked on a Brain Tumor Classification system using Fine-Tuned VGG19, achieving strong performance through image preprocessing and deep learning optimization.
My projects include Flight Price Prediction, Customer Churn Prediction using XGBoost with FastAPI deployment, Stock Market Analysis, and an NCC Cadet Management Portal.
- 🎓 B.Tech CSE (AI & Data Science) Student
- 🧠 Data Science Intern @ Coincent Pvt. Ltd.
- 🌱 Currently exploring Advanced Machine Learning, Deep Learning & MLOps
- 💬 Ask me about Machine Learning, Deep Learning, Computer Vision, NLP, Data Analytics
- ⭐ Senior Under Officer (SUO), NCC — 3 PB BN NCC Ludhiana
- 🏆 Academic Excellence Award | 2nd Position - Idea & Innovation Competition 2025
- Developed a deep learning model using transfer learning with VGG19.
- Applied image preprocessing techniques including grayscale conversion, Gaussian filtering, thresholding, and augmentation.
- Achieved:
- Accuracy: ~82%
- F1 Score: 0.805
- AUC-ROC: 0.86
- Built an ML regression model for predicting flight ticket prices.
- Compared multiple regression algorithms and optimized Random Forest using hyperparameter tuning.
- Achieved:
- Adjusted R²: ~0.89
- MAE: ~350
- RMSE: ~550
- Deployed using Streamlit.
- Built an XGBoost-based churn prediction system with 94% accuracy.
- Developed FastAPI REST APIs for real-time predictions.
- Containerized application using Docker for cloud deployment.
- Developed a web-based portal for managing NCC cadet records.
- Implemented SQL database management for attendance, documents, and camp records.
- Digitized manual record keeping for efficient administration.
- 🎖️ Senior Under Officer (SUO), 3 PB BN NCC Ludhiana
- 🏆 Academic Excellence Award (1st Year)
- 🥈 2nd Position — Inter Group Competition of Idea & Innovation 2025
