Selvasri Karnan
ML Engineer | AI / Full Stack Engineering
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About
ML Engineer with hands-on experience designing and deploying production-grade AI systems spanning traditional ML/DL, Generative AI, and Agentic workflows. Proficient in Python (Pandas, NumPy, Scikit-learn, PyTorch, TensorFlow), LLM APIs (Llama 3.3, Claude, Gemini), LangGraph agent orchestration, RAG pipelines, and vector databases (Qdrant, pgvector, Azure AI Search). Built end-to-end ML services with FastAPI/Flask REST APIs, Docker containerization, and cloud deployment on Azure, AWS, and GCP.
Experienced in Advanced Prompt Engineering (Chain-of-Thought, ReAct, Few-shot), MLOps lifecycle management, and responsible AI practices including hallucination mitigation and PII safety. Passionate about applying Generative AI and Deep Learning to high-impact domains — healthcare analytics, knowledge retrieval, and workflow automation.
Experience
Data Analysis Intern at VEI Technology (2024-01 – 2024-01)
- Analyzed and preprocessed large datasets using Python (Pandas, NumPy, Matplotlib) to surface trends and support data-driven business decisions; built interactive dashboards for stakeholder review.
- Handled data cleaning, missing-value treatment, and feature transformation for downstream ML analytics pipelines.
Education
B.Tech in Artificial Intelligence & Data Science – Karpaga Vinayaga College of Engineering and Technology (2022 – 2026)
HSC – SMSM Hr Sec School (2022 – 2022)
