Profile Details

Contact

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USD 100 /hr

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☆☆☆☆☆

Hire Dr. Chintan D.

United States

USD 100 /hr

I bring 15+ years of experience in developing and deploying models, algorithms, and complex end-to-end data products

Profile Summary

I develop data science products for high-impact applications. My solutions' focus area often involves predicting, exploring, and explaining the underlying high dimensional unstructured datasets. Highlights of my contributions spanning across various academic institutions, national laboratories, and industries, include: <People Analytics, Deep Learning> Deploying integrated web application environment of Python, PostgreSQL, and Flask to AWS that provides a plan to maximize the user's travel experience, <Spatiotemporal Analytics, Machine Learning, Climate Analytics> Developing statistical models for various challenges in climate sciences, such as a non-stationary model for future projections, a data-fusion model for inference from multiple sources, and an emulator for Earth System Models, <Climate Analytics, Machine Learning> Benchmarking and improving the performance of machine learning models, such as deep learning and decision trees, for forecasting a quasi-periodic climate phenomenon, <Computer Vision, Medical Imaging> Analyzing high-dimensional diffusion tensor images of brain scans to predict changes in Alzheimer's patients, <AI, Computer Vision, Path Planning, Robotics> Developing end-to-end software products for a real-time, large-scale system to provide situational awareness of complex urban environments for unmanned military vehicles.

Subject Matter Expertise

• ★ Data Science
• ☆ Software Engineering
• ☆ Robotics Engineering
• ☆ Data Analysis
• ☆ Machine Learning
• ☆ Artificial Intelligence
• ☆ Spatial Statistics
• ☆ Trend Analysis
• ☆ Environmental Statistics
• ☆ String Theory
• ☆ State Policy & Legislation

Services

• Writing
• Research
• Consulting
• Data & AI
• Product Development

Writing Technical Writing

Research Feasibility Study, Fact Checking, Gray Literature Search, Systematic Literature Review

Consulting Scientific and Technical Consulting

Data & AI Statistical Analysis, Algorithm Design-Non ML, Data Visualization

Product Development Formulation

Work Experience

Principal Data Scientist

Illinois Policy

September 2020 - July 2021

Data Scientist

Insight Data Science

January 2020 - April 2020

Postdoctoral Research Associate

University of Minnesota - Twin Cities

March 2018 - May 2019

Research Fellow

National Center for Atmospheric Research

August 2015 - September 2017

Research Fellow

Center for Discrete Mathematics and Theoretical Computer Science

August 2013 - August 2015

Teaching Assistant

Rutgers University - New Brunswick

September 2011 - August 2013

Senior Software Engineer

General Dynamics Robotics Systems

February 2006 - August 2010

Research Assistant

University of Pennsylvania

January 2003 - December 2005

Education

Doctorate in Computer Science (Specializing in Spatiotemporal Statistics & Machine Learning)

Rutgers University - New Brunswick

September 2011 - January 2019

M.Sc. in Mechanical Engineering (Specializing in Robotics)

University of Pennsylvania

September 2003 - April 2005

Certifications

• Certification details not provided.