Резюме Data Science (ML)

VLADISLAV

********

DATA-SCIENCE ENGINEER (ML)

CONTACT DETAILS

Mobile: Показати контакти
vladisla********@gmail.coU
Ukraine, Lviv

EDUCATION

- Bachelor of Computer Science and Information Technologies,
Geometric Modeling in Information Systems (2016-2020) at the
Kiev Polytechnic Institute. My Bachelor work about text
categorization using the Neural Net and NLP methods.
- Now I am getting the magister degree in Computer Engineering
at Tavrida National V.I. Vernadsky University (2020-2022)

EXPERIENCE

PERSONAL PROFILE

I am looking for a remote(desirable) and permanent
job to pursue a career in artificial intelligence. I am
going to improve my skills, gain more experience and
knowledge. Also, I would like to get a Middle Developer
degree in the near future.

EMPLOYMENT HISTORY

FREELANCE MAIN PROJECTS

Data Scientist (ML) + Web-dev

Semalt | June *********************
I worked on an internal product in a company using a
stack of technologies : Python, Pandas, Numpy, Pickle,
Keras, Flask for my DS tasks and PHP, mySQL, HTML /
CSS, Vue.js for Web-dev tasks.

Data-Science Engineer

Semalt | September 2019 - Present

While working in the previous position, I made an
experimental task using the Neural Network and soon
took up my current position. I continue to develop my
own ML- models for company needs and integrate
open solutions (using cv2, Tesseract with Flask).
I also discovered a lot of new technologies: Gunicorn,
Sklearn, Seaborn, matplotlib, NLP (NLTK), ES, made
some experiments with generative models as GPT-2.

Python-developer

Summer 2018
I created my first project on Python 3. I used official Telegram
API (pyTelegramBotAPI) to make the sales-bot. Also I made a
few Data-Science tasks and have build first Machine Learning
models.

Front-end developer

Spring 2019
I worked at the pet-project with my friends. I was developing
Front-end using React . It was my first team-experience. 

Machine Learning 

Spring 2021
I realised some free-lance ML projects. I just used open-cv and
Python-Tesseract to build and deploy these projects. 

Data-Science Engineer and BI

Fast Corporate | November *****************

I created some recommendation systems for selecting
ads and optimal configurations for user`s desktop
applications. I had to learn more about the principles of
working with unbalanced data. I also had to write a lot
of functions to clean up bad and unstructured data
using regular expressions.
For the first time I worked with very large datasets,
tables containing more than 20 million rows, etc. It was
necessary to write the most optimized queries and
functions to work with such a large amount of data.
In parallel, I was solving statistical and business
analytical problems that sometimes arose.

HARD SKILLS

2.5 + years experience with Python as main language (Flask/AIOHTTP + Pickle to deploy models as API,
Gunicorn as WSGI)
2+ years experience with Data-science: 
Creating models with Keras (Tensorflow as Backend), Scikit-learn.
Creating datasets and prepearing Data with Numpy, Pandas, etc.
Deploying ready solutions from cv2, Tesseract
Data visualization (plotly, matplotlib, seaborn).
Data features engineering.
Data sampling (imb-learn with Smote, SmoteTomek methods)
Expierence with NLP (text classification)
Analizing metrics with confusion matrix and custom metrics
Creating Ensembles (mlxtend, sklearn with voting)
Understanding ML algorithms and theory of Deep Learning

- IDEs : PyCharm, WebStorm, Jupiter, Colab

- mySQL DB, Elastic Search
- Git, Jira, Postman
- Rest API (Swagger)
- Basic knowledge of Unix-systems (expierence with Centos 7 + Xshell)
- Basic knowledge and expierence with Docker
- Basic knowledge and expierence with PHP, JS, HTML/CSS, Vue.js, React

SOFT SKILLS

Intermediate+ English
Strong communication and
interpersonal skills 
Fast learner
Creative
Often a perfectionist
Curious in my field
Hard working
Motivated in carieer
Сan support any conversation

HOBBIES AND INTERESTS

I like to read books and try to write myself 
I like to play card mafia
Playing the guitar
I am fond of history (especially military)
I go in for sports (dueling fencing HEMA)
Sometimes I paint
Dream about trip to Iceland
I like nature and outdoors activities

OTHER

OTHER EXPERIENCE

Web-developing Teacher

Autumn 2019 GoITeens
I taught web development courses for kids, teaching them
layout and Java-script basics.