Education
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2023
University at Buffalo, The State University of New York
MS, Data Science
Coursework: Probability, Statistical Learning, Numerical Computing, Analysis of Algorithms, Machine Learning, Deep Learning
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2018
Pune Institute of Computer Technology, University of Pune
Bachelor of Engineering, Computer Engineering
Coursework: Data Structures, Operating Systems, Business Intelligence, Databases, Advanced Mathematics, Software Engineering
Experience
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2019 - 2021
Rubiscape - Inteliment Technologies
Software Engineer, Machine Learning
• Designed and developed an NLP project on text classification with comparative performance analysis for word embeddings using Flair stacked-embedding framework, using CNN-LSTM, and using Transformer based Attention mechanism achieving a maximum of 73% F-1 score
• Worked as Module Lead and developer for Rubisight, an interactive data visualization software. Responsible to handle elements to define, conceptualize, design, develop and optimize it
• Worked as a member of technical staff at Rubiscape, a data science platform. Responsible for implementing several customized data aggregators and machine learning implementations at a production scale as platform features -
2017 - 2018
Walnut App Division
Machine Learning Intern, Research
• Researched and benchmarked NLP tasks of Word Embeddings, Text classification, Sentiment Analysis and NER followed by rapid prototyping