At Synavos Solutions (Pvt) Ltd, I built a real-time AI surveillance pipeline that detects and tracks objects across live video streams. I fine-tuned YOLOv8 models that reached 85%+ recall and optimized inference to approximately 10ms per stream.
I developed an HR Policy RAG Assistant with FastAPI, LangChain, and LLMs to answer employee questions using grounded information from HR policies and benefits. I implemented semantic chunking, vector retrieval, and prompt engineering for source-backed responses.
On my projects, I built a weapon-detection system with a low-latency FastAPI and WebSocket pipeline, and an instance-segmentation model for assessing vehicle and property damage. I also hold Microsoft Certified: Azure AI Fundamentals (AI-900) and Huawei Certified: HCIA-AI Professional Certification.
