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Gotodataru/README.md

Kirill Chernyshev

AI engineer. I build and run production systems: Python backends, LLM integrations, Telegram services and automation pipelines — from first commit to live deployment on my own servers.

I work AI-first (Claude Code, Cursor) and own the parts that tooling can't: architecture, review, acceptance and operations — monitoring, watchdogs, incident triage.


What I ship

  • Backends & APIs — FastAPI, PostgreSQL/PostGIS, SQLite, Celery, Redis, Alembic
  • LLM integrations — OpenAI / Anthropic APIs, RAG, prompt engineering, n8n workflows
  • Telegram services — aiogram bots, payments (Telegram Stars), schedulers, alerting
  • Infrastructure — Linux, systemd, Docker, Nginx, Let's Encrypt, Cloudflare, VPS deployment
  • Data & ML — pandas, scikit-learn, CatBoost, walk-forward validation, backtesting

Selected projects

Project What it is
ai-ticket-triage Webhook → Claude structured-output triage → SQLite → n8n automation. FastAPI reference implementation
task-marketplace-api Hyperlocal gig marketplace REST API — FastAPI, PostgreSQL/PostGIS, Celery, Redis, MinIO, Docker
binance-futures-backtest Walk-forward backtesting framework, 3 years of tick data, explicit no-lookahead guarantees
algorithmic-trading-demo Reference architecture for algorithmic trading systems
tennis-ml-models CatBoost models for ATP/WTA match outcomes with calibration reports

Several current projects are commercial and closed source — Telegram service with a live billing loop, a 24/7 market data collector on VPS, and a generative media pipeline. Happy to walk through architecture and demo them on a call.


Contact

Telegram: @gotodata · Email: multiakall@gmail.com

Pinned Loading

  1. algorithmic-trading-demo algorithmic-trading-demo Public

    Demo project showing architecture of algorithmic trading systems

    Python

  2. task-marketplace-api task-marketplace-api Public

    Hyperlocal gig marketplace REST API built with FastAPI, PostgreSQL/PostGIS, Celery, Redis, MinIO and Docker

    Python

  3. ai-ticket-triage ai-ticket-triage Public

    Webhook → Claude structured-output triage → SQLite → n8n automation. FastAPI reference implementation.

    Python

  4. binance-futures-backtest binance-futures-backtest Public

    Walk-forward backtesting framework for crypto perpetual futures — 3 years of data, explicit no-lookahead guarantees, realistic execution model

    Python