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Data Scientist

Location:
Orlando, FL, 32822
Posted:
December 26, 2019

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Resume:

DENIS PINCHUK **** Crosstown Way, apt.****

Orlando, Florida 32807

ada5hk@r.postjobfree.com

linkedin.com/in/Denis-Pinchuk/

407-***-****

Professional

Experience

Innovo Partners, LLC, Orlando, Florida InnovoPartners.com Junior Data Scientist March 2019 { present

I was implementing Machine Learning, Deep Learning and Computer Vision techniques in Python for Florida DOT projects

Created the model that detects, classi es and counts di erent types of vehicles on video which saves FDOT around $20’000 per year per camera due to automatising of the process of col- lecting tra c data

I created another model that detects the type and number of trucks passing by a weight station which saves FDOT $30’000 per year per station

Used Amazon Web Services (AWS) to train the model and automate the process

Used OpenCV, Pytorch and Tensor

ow to create and implement my models (CNN, LSTM)

Created a massive datasets to train my model and managed an intern who helped me

Used regression model to improve the tra c prediction accuracy from 98.1% to 99.4% which caused evening peak tra c decrease in Volusia County by 4% University of Central Florida, Orlando, Florida

Graduate Research Assistant May 2017 { December 2018

Research in Data Analysis and Operations Research using Python and Matlab

I applied Big Data methods to the Graph Theory networks/logistics problems Graduate Teaching Assistant August 2016 { December 2018 Tinko Credit Systems, Moscow, Russia

Business Management Department

Business and Data Analyst July 2013 { September 2014

Used regression models (CVR, KNN, etc. implemented in Python) to improve approval rate in Direct Marketing by 10%

Adopted computer-based application assessment system to improve response rate by 25% Skills

Programming : Python, SQL, Excel, Matlab, R, C

Libraries: OpenCV, Pytorch, Tensor

ow, Scikit-learn, Numpy, Pandas, Scipy, Matplotlib Stack : Neo4j, Git, AWS, DevOps

Education

University of Central Florida, Orlando, Florida

Florida’s top-3 math grad program

M.Sc. in Industrial Mathematics December 2018

Machine Learning, Operations Research, Graph theory, Statistics Moscow Institute of Physics and Technology, Moscow, Russia Russia’s top-1 in math

M.Sc. in Applied Mathematics and Physics June 2015 Specialization: Data Analysis

B.Sc. in Applied Mathematics and Physics June 2013 Specialization: System Analysis and Management

Courses passed: dlcourse.ai, cs231n, mlcourse.ai



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