About

Aman Sehgal is a highly skilled Data Scientist with over 7 years of experience in the technical and functional aspects of data science projects in the supply chain domain. He is proficient in devising complex machine learning and statistical modeling algorithms for identifying patterns and extracting valuable insights. Aman is an expert in team management and leadership, with a strong understanding of Python, NLP, Machine Learning, and R. Currently working as a Data Scientist at Egnyte, Aman has previously worked as a Senior Data Scientist at Aera Technology, where he developed short-term demand sensing and multivariate time series algorithms using Vector Auto Regression for an FMCG major. He also conceptualized raw material requirement prediction algorithms using finished goods data for a France-based perfume manufacturing firm. Aman has used Prophet, Boosting, Random Forest, ARIMA, and other techniques for multivariate time series forecasting for supply chain data. In his role as a Project Manager - Forecasting at Pharmaace, Aman designed the Winter Holt model from scratch via BGFS optimization to be deployed at a top pharma manufacturer in the US. He also developed an NLP-based product to classify entities into headers and text, reducing man-hours. Aman conceptualized the 'Forecasting Assistance Tool' to take oral user commands and perform analytical operations. He structured the forecasting model for drug sales prediction through ML and Deep Learning to be deployed at the client-side. Aman holds a Master's degree in Marketing, Finance, and Strategy from the Indian Institute of Management, Lucknow, a Bachelor of Engineering in Electronics from Birla Institute of Technology and Science, Pilani, and a Master's degree in Machine Learning and Artificial Intelligence from Liverpool John Moores University. Aman's technical skills include Research Scientist, Data Scientist, ML, Python, SQL, NLP, Random Forest, Pytorch, AI, AWS, CNN, RNN, Deep Learning, Scikit, TensorFlow, Pandas, MySQL, Search, and Mobile. With 6.28 years of relevant experience, Aman is a highly skilled and experienced Data Scientist with a proven track record of delivering successful data science projects.