Strong in Python Traditional Machine Learning Understanding on Basic Statistic Production Grade experience in GEN AI projects Understanding of Evaluation frameworks RAGAS , DeepEval , LLM adjudge for GEN AI systems using Benchmark Data set and ground truth based evaluation Familiar with Docker and Kubernates ,FastAPI CICD Pipeline Exposure to LLM Monitoring and observability tool.