Projects Portfolio
A deep dive into my work across deep learning, computer vision, and AI systems.
Compact AI Image Detection
Developed an ultra-lightweight 55K parameter CNN for CIFAKE detection, achieving 95%+ accuracy. Used Separable Convolutions and Squeeze-and-Excitation blocks to achieve high efficiency.
Agentic AI Analytics
End-to-end GenAI dashboard with agentic capabilities and automated ETL pipelines for performance and business analysis during Birlanest internship.
Sepsis Risk Stratification
Research Publication (REACS 2025): Proposed a Dueling Double Deep Q-Network (D3QN) framework for predicting patient improvement in ICU sepsis using synthetic datasets.
AI Powered Chat Viewer
Created an AI-powered Chat Viewer web application using Streamlit to interact with and analyze large chat datasets efficiently.
Research Paper RAG
Built a RAG-powered interactive portfolio for showcasing research papers using FAISS and LangChain for intelligent document retrieval.