Projects

🚀 AskMyDocsAI: Your Intelligent Document Assistant 📚🤖 💯 Motivation After mastering core concepts in NLP and Large Language Models (LLMs), I decided to apply these skills to create AskMyDocsAI, a comprehensive AI assistant. My goal was to build a practical, interactive tool that allows users to effortlessly extract accurate, document-grounded answers from their own uploaded documents. This project integrates several advanced AI techniques and frameworks, including: Retrieval-Augmented Generation (RAG) for improved accuracy. ...

🧠 Motivation My initial attempt at facial expression recognition, completed during my university studies, involved a convolutional neural network (CNN). Despite limited resources—a modest GTX 1050 GPU and sparse datasets—I managed to achieve an accuracy between 65-75%. Although promising, it wasn’t sufficient for real-world applications, particularly for something as sensitive as mental health diagnostics. Fast forward to today: armed with greater experience, advanced hardware (RTX 3060), and modern ML frameworks, I revisited this challenge using Vision Transformers (ViT). The goal was clear: surpass 80% accuracy and deepen my expertise in state-of-the-art deep learning techniques. ...