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Work Experience
Machine Learning Engineer Intern
Apothecary, Inc•  May 2020 - Present
• Developed a script that scrapped over 200000+ product reviews and ratings using Python and BeautifulSoup. • Devised and championed a Collaborative Filtering for giving personalized product recommendations based on user-given information and achieved an accuracy of approx. 90%. • Orchestrated and automated ETL pipeline workflow using Apache Airflow and deployed the containerized model API on AWS Elastic Beanstalk.
Data Scientist
Reliance Jio Infocomm Ltd.•  May 2018 - June 2019
Worked with Reliance Jio Big Data Centre Of Excellence Team: - Implemented efficient data flows to ingest petabytes of customer-centric streaming data using Nifi and Kafka. - Designed reliable data pipelines to move, transform and build use-cases on the ingested data. - Work with SMEs and Business Analysts to understand and deliver the project as per the business requirements. - Hands-on experience in open source technologies like Spark, Scala, Hive and SQL. - Built powerful Dashboards on ZoomData to visualize the transformed and aggregated streaming data.
Data Science Intern
Piramal Corporate Service Ltd•  October 2017 - April 2018
- Worked in Group Analytics team, developed a predictive model using traditional regression techniques to make smarter business decision-making in Piramal Realty and Housing Finance. - Performed Feature Engineering from the historical transaction data. - Performed Web Scrapping using Beautiful soup on TrueCaller website to validate the authenticity of the information provided by the user.
Education
Indiana University at Bloomington
Data Science, MS•  August 2019 - Present
Graduate Data Science student at Indiana University.
DJ Sanghvi College of Engineering, Mumbai
Mechanical Engineering, BE•  December 2013 - May 2017