Eduard Shovkovyi

It always seems impossible until it's done.

Kharkiv, אוקראינה

פרילנסר

צור קשר

אודותינו

I am a software developer with a knack for efficiency, scalability, and stable solutions. With years of experience working with a wide range of technologies, I am still interested in exploring, encountering, and solving new and interesting programming problems.
I am also a developer with proven skills in data mining, machine learning, and mathematical optimization. When building a project, I always give special attention to algorithm efficiency, putting an emphasis on creating quick and optimized software.

שפות

אוקראינית

שפת אם

רוסית

שליטה קרובה לשפת אם

אנגלית

שליטה טובה

תחומי התמחות

טכנולוגיה

167 ₪ לשעה

Machine Learning

Level: Professional (2015~)
Framework: Tensorflow, PyTorch, Scikit-learn, Caffe2
Programming Language: Python, C++
Experience:
- Credit card fraud detection
- Forex prediction system
- Food recommendation system (NLP)
- Movie review estimation
- Invoice/Recipe analysis (NLP, OCR)

ראייה ממוחשבת

Level: Professional (2016~)
Framework: Tensorflow, PyTorch, Caffe2
Library: OpenCV, Dlib, FFmpeg
Programming Language: Python, C++
Experience:
- Human detection and counting (FaceNet)
- Gender, age, emotion detection (WResNet)
- Pose estimation (OpenPose2)
- Weapon detection (Mask R-CNN, YOLOv3)
- ATM fraud detection engine (YOLOv4)
- Hair segmentation (U-Net)

תכנות ופיתוח תוכנה

151 ₪ לשעה

C, C++

Level: Expert (2010~)
Experience:
- Human detection and counting
- Piko plugin development
- Depthmap generator
- PTZ camera controller
- Axiom copyright auto-updater

Java

Level: Professional (2012~)
Experience:
- ACO/BCO algorithm development
- Store management system (Java EE)
- Customized paint brush (Java Applet)
- Business logic application (Java Beans)
- Content management interoperability system (Java EE)
- 3D game simulation (OpenGL)

Python

Level: Expert (2014~)
Framework: Kivy, Tkinter, Django, PyQt, Flask
Experience:
- Linkedin profile scraping
- Background removal application
- Hybrid recommendation engine for an online store
- Raspberry pi-based Alexa thermal printer
- Instagram bot
- Smart AWS IoT sensor firmware (Raspberry pi)

נסיון תעסוקתי

אוגוסט 2018 - היום

Software Engineer, Team Leader

Digital Factory, Kharkiv, Ukraine

Research and test prediction models with a Python stack using machine learning regress and natural language processing techniques.
Develop a configurable model backtesting (and backfilling) system making extensive use of various Pandas functionality.
Architected and designed scalable solutions.
Developed solutions mainly with Apache Spark and Scala.
Maintained and implemented back-end servers in C++, Java, and Python.
Applied machine learning techniques to derive features and to determine the most relevant data.

פברואר 2020 - אוקטובר 2020

Software Engineer (Part Time)

VAIS Technology, Colorado, US

Edited and modified an open source Node-Red software for proprietary use
Helped to automate the build and run process.
Prototyped with Apache Spark.
Updated existing Hive and MapReduce workflows.
Provided consulting/technical expertise to clients.
Set up a web/worker multiple server infrastructure using AMQP with Heroku.

ספטמבר 2019 - מרץ 2020

Embedded Software Developer (Freelance)

Atit Holding ApS, Copenhagen, Denmark

Designed Raspberry Pi based medical device UI interface with PyQt5.
Provided solution for landmine detection by computer vision.
Worked on weapon detection AI model development and deployment.
Analyzed the data of a car rental company.

נובמבר 2018 - דצמבר 2019

Machine Learning Engineer (Part Time)

IConnect, Sterling, US

Worked on software for Visual Analytics using advanced camera technology to count, track and analyze accurate store counts, and shopping patterns more accurately.
Analyzed data from measurements and detected possible misalignments with the expected behavior.
Helped businesses with their cyber security, network security, and computer security.

אוקטובר 2018 - יוני 2019

Firmware Developer (Freelance)

Controme, Traunstein, Germany

Developed Homebridge plugin for Controme thermostat controller.
Architected and designed Raspberry Pi smart parking lot system.
Implemented a RESTful API using Express.js and Node.js.
Participated in voice control Siri, Alexa skills development.
Implemented performance optimizations by introducing lat/long caching on top of a Geo Time Zone API.
Ensured that all of the REST APIs adhered to JSON API standards.

קורסים, הסמכות, לימודי תעודה

היום

Python

HackerRank

Python certificate: https://www.hackerrank.com/certificates/b4d13d06fcb2

תארים אקדמיים

מאי 2012 - יולי 2017

Bachelor's Degree

Kharkiv National University of Radio Electronics

Majored in computer vision
Minored in mathematics

פעילות התנדבותית

פברואר 2020 - אוקטובר 2020

Software Engineer

VAIS Technology

Edited and modified an open source Node-Red software for proprietary use
Implemented machine learning methods to minimize the digital ad cost.
Provided consulting/technical expertise to clients.
Enabled a learning algorithm to be influenced by administrator suggestions when deciding feature weighing.
Set up a web/worker multiple server infrastructures using AMQP with Heroku.