At ESS: Expert System Solution, I develop REST APIs that serve object-detection and segmentation models, and integrate new models into the production system. I also built dataset visualization tools and added latency and application performance monitoring.
On the CNTXT AI annotation platform, I trained and integrated detection and segmentation models, serving them through FastAPI to automate annotation workflows. I also built a RAG-based pipeline that retrieves information from JSON files to generate structured, source-grounded reports.
My other projects include video captioning with vision-language models, aerial object detection, and LiDAR-based 3D map generation. I’ve also developed NLP information-retrieval systems and applications using Laravel and React.js.
