About

Amit Kumar Yadav is a highly driven and result-oriented Senior Data Scientist at Enphase Energy with over 4 years of experience in Data Science and Analytics. He graduated from the Indian Statistical Institute (ISI Bangalore) and possesses multi-disciplinary skills in Statistics, Machine Learning, Deep Learning, and Applied Mathematics. Amit is proficient in Predictive Modelling, Optimization, Statistical Methods, Machine Learning, Deep Learning Techniques, and Time Series Forecasting with good hands-on tool/programming like Python, R, SQL, MongoDB, and Minitab. During his tenure at Societe Generale as a Data Scientist, Amit had an extensive range of responsibilities including writing and optimizing classifiers, developing visualizations for data analysis, setting up U.A.T and production environment, and completing several successful business Proof of Concepts (P.O.C) for his Innovation team which were entirely Machine learning and Deep learning-based solutions. He has expertise in AI/ML in the financial domain, NLP on documents/images, Core Developer for Auto-ML platform (Classification, Extraction, Clustering), Invoices/trading documents layout and information extraction, building Public Domain Search for Client and Counterparty Profile Search and Summary, Computer Vision on Documents/ Images(Image-based Classification, Object Detection), and handling Unstructured/Structured Data. Amit is currently working on formulating the critical problem of Battery prices forecasting and working on residential battery long-range (5 years) price projection as part of the pricing team at Enphase Energy. He is also working on Energy consumption/Production forecast for residential Homes as part of the CTO office project. Amit's education background includes a Master of Science degree in Data Science and Quality Management Science from ISI and a Bachelor's degree in Mathematics from Banaras Hindu University. He has a strong tech stack that includes Data Scientist, Research Scientist, Deep Learning, ML, Python, SQL, MongoDB, Computer Vision, NLP, Object detection, Object Detection, Search, Neural Networks, BERT, SVM, XGBoost, Random Forest, Flask, Senior Software Engineer, CNN, RNN, NoSQL, AI, Microservices, and Scikit. Amit is a highly skilled and dedicated data scientist with a proven track record of delivering successful projects. He is a valuable asset to any team and possesses excellent communication skills, algorithmic understanding, proficiency in Python, and knowledge of Databases.