Professional Overview
AI/ML Engineer with 4+ years of Python development experience, including 9 months as Integration and Verification Engineer at Nokia. Over 2 years dedicated to AI/ML, with 1.5 years focused on Generative AI and prompt engineering/optimization to maximize large language model performance.Expert in designing and deploying scalable Retrieval-Augmented Generation (RAG) pipelines and agentic AI frameworks using LangChain and LangGraph, enabling autonomous multi-source data retrieval and real-time, context-aware AI applications.Proficient in containerization with Docker, building high-performance APIs with FastAPI, and leveraging vector databases like Qdrant and Weaviate for efficient semantic search and knowledge retrieval.Skilled in integrating multi-LLM providers, optimizing prompt workflows, and delivering end-to-end AI solutions that drive measurable business outcomes. Experienced in client-facing roles and team leadership, developing innovative AI tools that reduce operational latency and empower data-driven decisions. 🚀
Areas of Expertise
NLP & Prompt Engineering
Build natural language processing systems, fine-tune large language models, and craft reliable production prompts for AI-powered products.
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.
