Hi, I'm Kanan.

Enhancing the Domain Search and Recommendation systems using LLMs to improve user experience and conversion rates.

Developed smart AI agents for cab and grocery automation using LangGraph and FastAPI. Designed an Agent Evaluation Framework using LangFuse to cater to 15k requests/day. Conducted research on entropy-based selection algorithms for small-scale LLMs.

Developed Active Facial Liveness frameworks using HRNet and improved facial spoofing recognition accuracy from 64% to 89%. Engineered synthetic data pipelines for Indian ID cards.

Researched and optimized Object Classification and Segmentation models (HRNet, U-Net). Performed model optimization using Intel OpenVINO and NVIDIA TensorRT for edge hardware.

Built end-to-end text and license plate recognition pipelines and developed facial expression analysis systems for retail environments.