Professional Overview
Senior AI/ML Engineer with 14+ years of software engineering experience and a Master’s in Artificial Intelligence. I specialize in building ML pipelines, deploying scalable models, and delivering AI solutions across NLP, LLMs, RAG, and time-series forecasting. I also bring a strong background in data engineering (Spark, Kafka, Airflow), cloud infrastructure (AWS), and backend development.My recent work emphasizes LLM engineering and applied GenAI, while I continue to deliver across broader ML systems and MLOps, including:🔹 LLM Systems & GenAI- RAG pipelines (FAISS, Chroma)- LangChain / LangGraph agents- Prompt engineering & evaluation- OpenAI & Hugging Face models- Fine-tuning & model optimization🔹 Machine Learning Systems- Spatiotemporal forecasting (traffic, energy, population)- Classical + deep learning models- End-to-end ML pipelines from ingestion to deployment🔹 MLOps & Data Engineering- Apache Spark, Kafka, Airflow- Real-time data pipelines & distributed systems- AWS (S3, EMR, Glue, Kinesis, Redshift)- Docker, FastAPI, Git
Areas of Expertise
AI & Machine Learning Engineers
Design, train, and ship production ML models — from data pipelines to model inference at scale. Covers supervised learning, neural networks, LLM integration, and model optimisation.
