Urjit Patil Email & Phone Number

New York, New York, United States

New Brunswick, New Jersey, United States

* Employed data smoothing on Computational Fluid Dynamics (CFD) data, and machine learning models, to predict and optimize process parameters using mixing metrics, with a normalized RMSE of 0.02* Employed ODE models as data generators, and engineered RNN and LSTM models with MSE of 0.03 for a control strategy for optimization aimed at identifying ideal parameters for product yield enhancement in a bioreactor* Developed a Streamlit application to address a resource optimization problem, enhancing efficiency employing CPLEX and Gurobi optimization algorithms * Conducted a comparative study by simulating population balance models to track the distribution of properties in particulate systems, implementing vectorization and parallelization utilizing GPU on an HPC cluster* Contributed to research, resulting in the publication of a paper, presentation at AIChE 2023, and currentlycollaborating on two more papers

Pune, Maharashtra, India

* Conducted in-depth statistical analysis of sales data, categorizing products into distinct segments based on revenue* Utilized Facebook Prophet and AWS SageMaker to forecast individual product inventories across five countries, achieving a Mean Absolute Percentage Error (MAPE) of 7* Developed Prophet models for forecasting three major product groups' inventory, with a MAPE of 5.5 in the same geographical region and timeframe

Master Of Science - Ms, Data Science, 3.88

Bachelor'S Degree, Mechanical Engineering, 9.7/10