Ashin K

AI/ML Engineer with hands-on experience in LLM fine-tuning, RAG pipelines, and agentic workflow design for healthcare and FinOps. Delivered 5+ production-grade solutions that improved operational efficiency by 40% and reduced manual workload by 30%. Skilled in Python, FastAPI, Hugging Face, and cloud-native deployment using Docker and Kubernetes.

AI/ML Engineer at RUBIXE (2025-04 – 2026-02)

• Developed FinOps Copilot using Groq LLMs and FAISS retrieval for CSV/JSON billing analysis.
• Built healthcare and computer-vision models, including an 87%-accurate liver-disease classifier.
• Developed healthcare AI agents using LLMs, fine-tuning, RAG pipelines, embeddings, vector databases, and prompt engineering.
• Built and evaluated ML and computer vision models using Python, Pandas, NumPy, and Scikit-learn; developed AI applications using FastAPI, Flask, Streamlit, and Docker.

MCA in Computer Science – KRUPANIDHI COLLEGE OF MANAGEMENT (2022-11 – 2024-11)