At Xtrans Solutions, I build end-to-end AI/ML and Generative AI applications across NLP, computer vision, transformers, LLMs, RAG, and multimodal workflows.
I've developed and evaluated RAG and LangGraph/LangChain agent pipelines, improving retrieval, contextual prompting, grounded generation, response quality, and reliability through failure-mode analysis, regression testing, and human-review checkpoints. I also build FastAPI services, containerize AI workloads with Docker, and automate testing and deployment with GitHub Actions.
Alongside industry work, I teach Generative AI and ML topics, conduct research, publish papers, design curricula, and mentor students and junior team members.
