About Me
I am an M.Tech student in Computer Science and Engineering at IIT Kharagpur.
My primary interests lie in Machine Learning, Deep Learning.
I enjoy working on real-world problems that connect intelligent models with efficient engineering.
I am currently working under
Prof. Saptarshi Ghosh
and
Prof. Abhijnan Chakraborty.
Academic Details
- M.Tech in Computer Science & Engineering, IIT Kharagpur
- Specialization: Machine Learning
- Relevant Coursework: Advanced Machine Learning, Deep Learning, Natural Language Processing,
Operating Systems, Database Systems, Algorithms, High-Performance Computing
Projects & Research
-
Caption Discriminator (BERT-based) – Fine-tuned a BERT model to distinguish between human-written and machine-generated captions, achieving 99.7% accuracy and F1 score.
-
Personalized Recommendation System – Designed a hybrid collaborative filtering model (SVD-based) on the MovieLens dataset with actor-based enhancements, improving recommendations with Precision@5, Recall@5, and NDCG@5.
-
BlinkDB – Implemented a high-performance in-memory key-value database inspired by Redis, featuring an LSM-tree storage engine, Bloom filters, and a 2Q-LRU cache for efficient read/write performance.
