SANKARA VENKAT RAM V

Managed projects involving Python, Machine Learning (supervised, Unsupervised, Reinforcement Learning), Deep Learning, and LLMs. Increased data quality through efficient data collection, processing, cleaning, and verification methods. Optimized data preparation pipeline using AWS Lambda for specific ETL data transformation tasks, achieving a 50% improvement in processing efficiency. Building and productionizing the state-of-the-art ML and Deep learning models. Experience with Hyperparameter optimization and Fine Tuning the models improved accuracy.