Education
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- 2023
University At Buffalo, The State University of New York
MS in Data Science
GPA: 3.83/4 • Relevant Course Work: Statistical Data Mining, Probability, Machine Learning, Reinforcement Learning, Computer Vision
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- 2018
VIT University
B.TECH in Electronics & Communication Engineering
GPA: 3.55/4 • Relevant Course Work: C Programming, Data Structures, Digital Signal processing, Digital Image Processing
Experience
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2020 - 2022
Sonata Software Limited
Lead Digital Engineer
• Led a team in the development of Azure-based platforms, enhancing ERP data export and usability through Azure integration.
• Automated pipelines in ADF and Synapse, accomplishing an 80% reduction in data processing time via parallel operations.
• Oversaw sprint task distribution, JIRA board management, and collaborated with cross-functional teams for efficient project flow.
• Saved $60,000 project-wide and cut $5,000 in monthly operational costs by managing budgets and utilizing Azure cost predictions.
• Pioneered PowerBI and Customer Insights sessions, advancing team and client data analytics skills. -
2018 - 2020
Sonata Software Limited
Data Scientist
• Achieved 94% accuracy in email classification using TFIDF with random forest and 85% in car damage detection with CNN.
• Developed demand forecasting model utilizing sales data, leading to a 10% decrease in stockouts and improving inventory planning.
• Implemented a soft ensemble classifier using decision tree and random forest, obtaining 96% accuracy for flight measure prediction.
• Initiated the creation of FERRETML, an automated machine learning tool that spans from data preprocessing to model deployment.
• Integrated Google speech recognition in QSR Voicebot, elevating order accuracy and personalized food recommendations.
• Leveraged Azure Databricks for Market Basket Analysis in retail, integrating data for insightful customer and product clustering.
• Designed REZOPIA, a travel recommendation system, employing historical data to refine destination suggestions for customers.
• Deployed REST APIs for application integration, and conducted A/B testing for performance optimization.