Md Adnan Taufique

I've built and led production AI systems at Polyfins Technology, spanning model training, inference optimization, backend services, and deployment. My work includes clinical-grade eczema and psoriasis progression detection using full-body detection, segmentation, skin-area measurement, and automated BSA/EASI scoring.

At NITEX, I led a four-member AI team delivering multimodal computer vision and NLP services for fashion e-commerce. I built search, document extraction, data scraping, tagging, fashion attribute extraction, and segmentation systems across more than 40 e-commerce sites and Instagram accounts.

I'm currently building AI agent backends for vehicle search, deal scoring, market analysis, and comparisons at CruiseIQ, alongside receipt-scanning and image-based extraction for Loya. At Ekagra Health, I develop deep-learning models and EMR/EHR add-on applications, including wound assessment and secure patient document-management tools.

I also created dreamteam, an open-source multi-agent delivery harness with independent verification gates for build, audit, research, and QA. Across healthcare, automotive, real estate, and e-commerce, I focus on making ML systems reliable at scale with Python, PyTorch, ONNX, FastAPI, Docker, Kubernetes, and cloud platforms.