Tim Plechov

Background

About

During my 5 years of experience in development of complex Deep Learning based systems I succeeded in both independent and team settings. I efficiently manage and perform tasks in all the stages of DL development cycle from data preparation to production releases. I pride myself on quick, high-quality problem-solving and adept decision-making.

Work Experience

Data Analyst, NewsGPT.ai
Aug, 2023 - May, 20249 months
- Built an algotithm to match articles with the same topic
- Trained a few models to generate article texts and texts for video
- Built a recommendation system for news
Data Analyst, Frequants
Mar, 2023 - Jul, 20234 months
- Trained RNN to sell options in the best moment
- Used ChatGPT to process annual reports effectively
Programmer, Ivannikov Institute for System Programming of the RAS
Nov, 2018 - Sep, 20223 years 10 months
- OCR on specific domain of documents
- Face recognition
- Robust and hidden watermarking of secret documents during printing
- ECG plots analysis in image format

Skills

Python
Numpy

Pandas

Conda

Virtual Env

FastAPI

Flask

Django
Deep Learning
PyTorch

Large Language Models (LLM)

Computer Vision

OCR

OpenAI API
Linux
bash

Docker

CUPS

Google Cloud

git

Gitlab CI
Image Processing
Filters

Linear Algebra

OpenCV
Databases
MySQL

Redis

MariaDB

Education

Applied Mathematics and Physics (Computer Science), M.Sc., Moscow Institute of Physics and Technology (MIPT)
Sep, 2019 - Jul, 2021
Applied Mathematics and Physics (Computer Science), B.Sc., Moscow Institute of Physics and Technology (MIPT)
Sep, 2015 - Jul, 2019

Publications

Text Recognition on Images from Social Media , IEEE
Published on: Oct 24, 2019