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gblssroman@github:~$> 
my name is Roman and i am a full-time ml engineer
based in Moscow, Russia (in cybersecurity)


* langs and technologies i work with:
- python, sql (postgresql, clickhouse, mysql)
- pytorch (everyday), pandas, numpy, all plot libs
- mlflow, apache airflow (mostly for production...)
- docker, fastapi, postman, selenium, requests
- linux (only)


* things i also do:
- research of ai in cybersecurity, llms,
kaggle, codeforces, narrowing mlops and
cuda paralleling skills...


* things i want to study
(surely would do)
- reinforcement learning, jax, c++


by the way, i am also an applied ml student
and the prizewinner of some hackathons
(mostly all of my repos and commits are dedicated to them)

𝙇𝙞𝙣𝙠𝙚𝙙𝙄𝙣 | 𝙀-𝙢𝙖𝙞𝙡 | 𝘾𝙑

Roman Prasad's Projects

doc-ru icon doc-ru

Russian translation of the PHP documentation

hh_research_2024 icon hh_research_2024

Автоматизация поиска и исследования вакансий с сайта hh.ru (Headhunter) с помощью методов Python. Классификация данных, поиск статистических параметров.

howdy icon howdy

🛡️ Windows Hello™ style facial authentication for Linux

msu-ml-talent-match icon msu-ml-talent-match

🧑🏽‍💻 Solving HR-specialists resume matching problems using modern NLP approaches (Fine-tuning BERT-like models, Clusterization, AutoML)

salary-prediction-nlp icon salary-prediction-nlp

💰 Salary prediction project based on the vacancy's description. Most of the techniques are present in notebooks in this repo.

vk_internship icon vk_internship

🏢 EDA (incl. KNN) & CatBoost & Optuna for predicting the most accurate scores for the business objects success.

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