Hi, I'm Prajwal. A Master of IT in AI Graduate from Macquarie University specializing in LLM orchestration, computer vision, and end-to-end deep learning pipelines.
Fully local RAG chatbot with hybrid search, cross-encoder reranking, and a hallucination gate that blocks low-confidence answers. Supports multi-user JWT auth, per-user document indexes, and persistent conversation history.
A multi-agent system that automates the entire ML pipeline — from EDA and model training to evaluation — using LLMs. Agents are orchestrated by a central coordinator that dynamically generates executable Python from user intent.
End-to-end CNN solution for disease detection in cauliflower crops. Uses transfer learning for classification, SQL for experiment tracking, and integrates physical hardware for image capture and automated pesticide application.
Collaborated on training robots for real-world task execution. Implemented a PyTorch pipeline for real-time video processing and robot training, exploring AI-driven solutions for automation and task optimisation.