Experience

Built a Retrieval-Augmented Generation pipeline using LangChain and Pinecone.

Developed LLM-assisted workflows for technical simulation and engineering tasks.

Deployed FastAPI-based AI services using Docker and AWS ECS.

Implemented evaluation, logging, and validation practices for production AI systems.

Developed spatiotemporal deep learning models for in-situ process monitoring.

Built computer vision pipelines for industrial anomaly detection.

Optimized models using quantization and pruning for low-latency inference.

Automated ETL workflows for high-throughput image and video datasets.

Developed modular Python applications for engineering simulation workflows.

Built and integrated machine learning components into production software.

Introduced unit testing and CI/CD practices.

Containerized applications using Docker.

Taught advanced programming concepts to engineering students.

Delivered embedded systems and hardware-software integration coursework.

Guided practical engineering projects and technical problem solving.