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Ram Thiagu is a Machine Learning Engineer at Thakral One, currently working on-site at Standard Chartered since November 2023. Previously, Ram served as a Data Scientist at iOPEX Technologies from June 2021 to October 2023, where responsibilities included statistical analysis, data pipeline development, and model evaluation. Ram began as a Data Science Trainee at Data is Good from September 2020 to June 2021, focusing on data cleaning, feature engineering, and machine learning project contributions. Prior experience includes a role as a Talent Acquisition Specialist at DISYS, sourcing candidates for various data science positions. Ram holds a Master of Technology in Information Technology from Madras Institute of Technology and a Bachelor of Technology in Computer Science from PRIST University. Proficient in Python, PowerBI, PostgreSQL, fast API, and Docker.