Professional Overview
I am a Machine Learning Engineer with hands-on experience building AI-powered solutions across document intelligence, NLP, intelligent search, and RAG. I hold a B.Sc. (Hons) in Computer Engineering from the University of Jaffna, where I developed a strong foundation in software engineering, data systems, and applied machine learning.My expertise spans:ML/AI frameworks: PyTorch, TensorFlow/Keras, Scikit-learnNLP & LLMs: LangChain, LangGraph, HuggingFace, vLLM, N8N, RAG pipelinesMLOps & orchestration: Airflow, Kedro, Terraform, AnsibleBackend & APIs: Python (FastAPI, Flask), Node.jsDatabases: Progress DB, SQL, Neo4j, and various vector databases (Qdrant, ChromaDB, FAISS)I am particularly passionate about NLP designing and deploying models that enable intelligent document processing, conversational AI, and retrieval-augmented systems.
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.
NLP & Prompt Engineering
Build natural language processing systems, fine-tune large language models, and craft reliable production prompts for AI-powered products.
AI Product & Strategy
Translate AI capabilities into product roadmaps, define success metrics, and drive adoption across engineering and business teams.
