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Wertiba/README.md

About me

  • 🎓 Still in high school · already shipping code
  • 💼 Backend developer · ML researcher
  • 🌱 Currently learning NLP algorithms && agent security
  • 📝 Six months of work at ECM Consulting as a test automation engineer
  • 🏅 Kaggle Contributor
  • 🏆 Prize-winner / absolute winner of national olympiads · finalist of international olympiads — full breakdown in the portfolio

Bio

Hey! I'm Roma — still in high school, but that doesn't stop me from building pet projects, taking outsource work, and winning olympiads along the way.

I've been writing Python for 4+ years: started with Telegram bots, moved on to APIs and backend development, and for the past 2 years I've been deep in AI/ML — CV and agents are my current obsessions. Also growing my Kaggle profile bit by bit.

Had a stint as a Test Automation Engineer at ECM-Consulting (Prometheus + Grafana) — great experience working on real infra. Now I'm back to competing, building, and learning. If you want to collaborate — you're welcome to join)


Pet Projects

Project Stack Description Links
Motivation bot Python Telebot Ollama Parse events from google calendar and gives you personal motivation messages based on LLM every day Code

Templates

Boilerplate / starter repos for quick project bootstrap

Project Year Stack Description Links
KotlinFish 2026 Kotlin Spring boot Backend starter template in Kotlin (CRUD + JWT Auth) Code
FastAPI-Fish 2026 Python FastAPI Backend starter template with FastAPI (CRUD) Code

Learning Projects

Projects built while studying — courses, tutorials, self-driven experiments

Project Year Direction Course / Source Description Links
Deepfake classifier 2025 ML: Computer Vision Yandex Lyceum NN based on ResNet50 that can distinguish generated faces from real ones. F1 score abt 0.888 Notebook
Low-resource translation 2026 ML: Machine translation DATA DOJO Fine-tune NLLB-200 0.6B on 0.5M texts parallel corpus to translate sentences of 5-20 words. Result: BLEU 13.9 — top 23 of 400+ members Code · Article (RU)
Objects counter 2026 ML: Computer vision HSE&MWS SSDA Using regression instead of classification gives accuracy 71.743 and absolute 1st place Notebook

Stack

Machine Learning

Computer vision · RecSys · Deep learning · Fine-tuning

Backend

Backend stack

APIs · relational data · caching · services

Infrastructure & Tools

Infrastructure and tools stack

Monitoring · containers · version control · API testing


Stats

GitHub Streak

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  1. TelegramMotivation TelegramMotivation Public

    Python 5

  2. Data-Dojo-2026-Training Data-Dojo-2026-Training Public

    Jupyter Notebook

  3. Prod-Individual-track-2026 Prod-Individual-track-2026 Public

    Python

  4. AI-Business-SPB-Hackathon-Backend AI-Business-SPB-Hackathon-Backend Public

    Python