Projects
A selection of research and engineering projects
RAG Pipeline for Scientific Q&A
End-to-end Retrieval-Augmented Generation system for spectroscopy queries with Milvus vector DB, S3/Drive integration, and async APIs.
DAMM: Multimodal Meme Detection
Dynamic Modality Aware Weighted Embeddings Fusion achieving SOTA on benchmark datasets for hate speech detection in memes.
LLM Adversarial Prompt Classifier
BERT-DistilBERT ensemble model achieving 97.56% accuracy in detecting malicious/adversarial prompts targeting LLMs.
Air Quality Prediction System
ML system using SVM and Random Forest for AQI prediction with 97.98% accuracy on Kolkata air quality data.
Alzheimer's MRI Classification
Transfer learning with EfficientNetB7 on Alzheimer's MRI scans achieving 97.88% accuracy across 4 dementia stages.
Pricesy - Laptop Price Predictor
ML-powered price estimation based on CPU, GPU, RAM and other specs. ~85% accuracy across regression algorithms.