This a humble list of my pet projects.
All of them we made during my learning path from 2020 year.
Main field of my interest is data engineering and data science.
| 🎱Project | Description | Techologies | Result |
|---|---|---|---|
| Cat's breed detection. 12.2022 | A service that predicts a cat's breed by its image with a model trained my myself | #python, #docker, machine-learning, #tensorflow, #AWS, #kubernetes |
ML Zoomcamp capstone project |
| How much money would you spend on a car. 10.2022 | A service that predicts the amount of money that a buyer is about to spend to buy a car by his description | #pandas, #bentoml, #AWS Lambda, #catboost, #machine-learning |
ML Zoomcamp midterm project |
| Hackathon. Analyzing news popularity 07.2022 | Trained the ML model that predicts a news article's popularity (count of view, percentage of full reads). | #python, #nlp, #catboost, #research, #jupyter |
|
| Hackathon. Gather tweets and analyse them 07.2022 | Gather tweets about charity organisation "Podari jizn", and make analyse (topic clusterisation, sentiment analysis, reactions analysis) | #transfomers, #selenium, #nlp, #scrapping |
🥈2nd place |
| Hackaton. Predicting news category by its text 06.2022 | Trained transformers model from hugging face using transfert learning. | #python, #transfomers, #pytorch |
🥇Won first prize |
| Androbot (Telegram bot for learning Android) 2021 | A telegram bot, that helps students practice answering the technical interview questions. | #python, #aiogram, #postgres, #pytest, #sqlalchemy, #docker, #digital-ocean |
Publication on vc.ru about our project |
| Hackathon. Rails defects detector 12.2020 | A program that analyzes the technical video of the railway track, and reports on the faults found | #python, #opencv, #pytorch, #detectron |
🥇Won first prize |