Director - Machine Learning Engineer, Home Point Financial,
Ann Arbor, MI, USA
January 2021 - June 2023
- Built Profiling and Alert Engine, an internal tool to review data content & quality, and drive decision making using Entity Framework, Python, and Angular for frontend
- Collaborated with data scientists to define deployment strategies, and setup pipeline to train, test, maintain, and deploy machine learning models in different environment
- Designed and implemented enterprise-level feature store to ensure seamless access to feature data, Airflow for workflow management, & Data Build Tool to modularize SQL code for maximum efficiency and maintainability with automated testing, code review, & version control
- Pursued Domain-Driven Design and automated deploy pipelines, file ingestion jobs and extended internal Python/.NET/Angular libraries
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Artificial Intelligence Fellow, Insight Data Science
San Francisco, CA, USA
August 2020 - January 2021
- Developed a framework for factor construction to identify stock exposure to the corresponding ETFs to improve portfolio outcome, reduce volatility, and enhance diversification
- Built dynamic pipeline based on Gang of Four (GoF) design architecture for customization and used docker for containerization to scale up deployment on AWS
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Machine Learning Research Intern, Midmark Corporation
Torrance, CA, USA
June 2019 - September 2019
- Developed a prototype to measure the height of the subject using Intel RealSense depth perception using OpenCV with less than 2% of error rate
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Graduate Research and Teaching Assistant, University of California - Irvine
Irvine, CA, USA
- Built Profiling and Alert Engine, an internal tool to review data content & quality, and drive decision making using Entity Framework, Python, and Angular for frontend
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Research Assistant, IICAE
Indore, MP, India
December 2017 - February 2018
- Performed Finite Element Analysis(FEA) of the Femur for bone-breaking predictions with the gathered dataset from local hospitals and also, completed FEA professinal training course.
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Biomedical Research Assistant, CHL Hospitals
Indore, MP, India
June 2016 - July 2016
- Assisted the Biomedical Engineer with installation, calibration and maintenance of medical equipment and gained hands-on experience on Hospital Management System.
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Industrial Trainee, TECHOZ Solutions
Indore, MP, India
December 2014 - February 2015
- Assembled and remodeled various small-scale embedded system projects.
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