プロフィール詳細

プロジェクトを作成

★★★★★

☆☆☆☆☆

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☆☆☆☆☆

Dr. Chintan D.に依頼

United States

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

プロフィール概要

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.

専門分野

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

サービス

• 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

職務経験

Principal Data Scientist

Illinois Policy

9月 2020 - 7月 2021

Data Scientist

Insight Data Science

1月 2020 - 4月 2020

Postdoctoral Research Associate

University of Minnesota - Twin Cities

3月 2018 - 5月 2019

Research Fellow

National Center for Atmospheric Research

8月 2015 - 9月 2017

Research Fellow

Center for Discrete Mathematics and Theoretical Computer Science

8月 2013 - 8月 2015

Teaching Assistant

Rutgers University - New Brunswick

9月 2011 - 8月 2013

Senior Software Engineer

General Dynamics Robotics Systems

2月 2006 - 8月 2010

Research Assistant

University of Pennsylvania

1月 2003 - 12月 2005

学歴

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

Rutgers University - New Brunswick

9月 2011 - 1月 2019

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

University of Pennsylvania

9月 2003 - 4月 2005

認定資格

• 認定資格の詳細は未入力です。