Projects
The best way to learn it is to actually do it. 🚀
Azure Personal QA Chatbot
Microsoft Azure | JavaScript | HTML | CSS
- Designed and deployed a chatbot architecture using Azure Bot Service with Azure Language Service and Azure Cognitive Search Index for knowledge retrieval, from custom knowledge base for personalized Q&A & contextual conversations, with integrated monitoring for performance analytics.
- Integrated the bot into a web application via Direct Line WebChat channel and JavaScript SDK, enabling real-time conversational AI along with Google Analytics for tracking site visits.
VizDoom Agent with Reinforcement Learning
Python | Pytorch | Numpy | Sample Factory
- Implemented Asynchronous Proximal Policy Optimization (APPO) using Sample Factory for GPU-accelerated training on parallel simulations in Doom, a 3D RGB environment and sparse rewards.
- Scenario: Health Gathering Supreme; agent must navigate the map and collect health packs while constantly taking acid damage that depletes its health. 100+ model downloads on Hugging Face.
