Dmitry Karpovich

Data Engineer, Software Developer

San Francisco, CA

415.317.2364

E:  Dima@KoreTechs.com

S:   DimaKarpa.com

L:   Linkedin.com/Dima-Karpa

G:  Github.com/DimaK415

PROJECTS

Politiclimate.com

  • Built a Reddit Scraper using Python and the Reddit API
  • Created a backend Graphical User Interface for Topic Modeling using QT5 and Python
  • Engineered Machine Learning pipeline for LDA Topic Modeling 
  • Deployed a Mongo Database, Scraper and Flask based API using Docker on AWS
  • Built the front-end using Javascript, Ajax and the d3.js library
  • Tested and deployed aforementioned processes seamlessly on a four hour cycle

Instructional Series on DIY Machine Learning Servers

  • Wrote a step by step guide on building your own Machine Learning Server

  • Instructions span from Hardware Selection to Ubuntu, Docker and cuDNN installation
  • Created an nvidia-docker image with Ubuntu, cuDNN, Anaconda3 and TensorFlow

Paramerator Python Library

  • Coded and shared a hyper-parameter and config management library for Python3.6+
  • Allows for organization of parameter and configurations in human readable files
  • Allows for sharing of projects without including sensitive information

EXPERIENCE

Import.io Javascript Engineer/Web Scraping Specialist

AUG 2018 - CURRENT,  Los Gatos, CA

Designed and implemented complex, multi-page web scraping scripts for more than 20 sources

Created workflows that combined aggregated data into efficient SQLite databases

Extensively utilized XPath, Regex and DOM manipulation techniques to navigate nested web pages based on inputs

Two week contract extended to two months

KoreTechs.com Owner/Operator

JUN 2010 - SEP 2017, Los Angeles, CA

Established a reputable company catering to the technical needs of high-end Audio/Video production facilities such as South Park Studios, Verve Records and Prehistoric Digital

Designed and implemented complex workstation/server networks using ZFS , 56gb optical and 10gb copper solutions

Learned and applied HTML, CSS and WordPress skills to create Koretechs.com which led to a 500% increase in incoming calls

Obtained 43,000+ views on the KoreTechs youtube channel which features instructional and informational videos for Audio/Video Professionals

SKILLS

   

OTHER SKILLS

Unreal Engine 4

ZFS Storage Solutions

Workstation/Server Design

CAD Software

CNC and 3D Printing

INTERESTS

Jazz Piano

Motorcycles

Woodworking

MetalWorking

Audio Production

DIY CNC Machines

Electric Karmann Ghia

Robotics and Electronics

Arduinos and Raspberry Pis

LANGUAGES

English

Russian

French