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Invading brain with new ideas
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wwakabobik/README.md
┌─ wwakabobik@github:~/profile ─────────────────────────────────────────────┐
│  tty1 · login: Ilia Vereshchagin · shell: zsh · uptime: 18y+              │
└───────────────────────────────────────────────────────────────────────────┘

Typing SVG

Python expert. Avionics → silicon → fintech → streaming → multi-agent AI.
Same person who signed DO-178B Class A and ships LangGraph agents.

LinkedIn Blog


$ cat ~/mission.txt

I fix the $100k+/month problem of slow release cycles and engineering idle time.
Build AI QA processes and frameworks from scratch — multi-agent LangGraph harnesses, pytest suites, and the CI/CD that ties it together — so product teams ship daily with confidence.
Equally comfortable architecting QA for a 1200-engineer org and writing the Python that runs it.

$ cat ~/open_to.txt

Staff / Principal SDET · Head of QA Engineering · Fractional QA Leadership · consulting


$ history | grep -E 'employer|client' | grep -v toxic

Liebherr-Aerospace Intel Auriga Luxoft Mediaplatform Statusmoney

  Liebherr-Aerospace     safety-critical fly-by-wire · Airbus / Bombardier / Sukhoi
  Auriga × Intel         hundreds of thousands of tests/day · years before Appium existed
  Luxoft                 test strategy & audits · Deutsche Bank delivery centre
  Mediaplatform          300 → 1500+ tests · daily DevOps pipeline · pylint 5.3 → 9.98
  Statusmoney            pytest/Selenium/Appium from zero · ~80% coverage · 7 platforms
  Now                    multi-agent AI QA · frameworks from scratch · RAG · LLM-as-a-judge

$ tree ~/skills -L 1 --dirsfirst

~/skills/languages/

Python C C++ Bash TypeScript

~/skills/qa/ — SDET / automation

pytest Playwright Selenium Appium MOPS BrowserStack Visual Regression ffmpeg Allure QASE TestRail ReportPortal

~/skills/ai/ — agents, RAG, eval

LangChain LangGraph RAG pgvector Unstructured MCP LLM-as-judge Multi-provider

~/skills/backend/

FastAPI Pydantic SQLAlchemy PostgreSQL sqlc Alembic Redis MinIO OAuth aiohttp structlog OpenTelemetry WebRTC

~/skills/protocols/

REST GraphQL WebSocket gRPC IMAP SMTP

~/skills/infra/

Docker GitHub Actions Jenkins GitLab CI Prometheus Grafana AWS GCP


$ journalctl -u career --priority=crit -n 8 --no-pager
● hardcore.timeline
  ├─ Certified Class A avionics (DO-178B / MISRA) for Airbus, Bombardier, Sukhoi
  ├─ Intel R&D: mass-scale toolchain + early Android HW tests — pre-Appium era
  ├─ Mediaplatform: 5× test suite growth into a daily release pipeline
  ├─ Statusmoney: automation from scratch across 7 platforms (~80% coverage)
  ├─ Raised legacy framework health pylint 5.3 → 9.98 without freezing delivery
  ├─ Zero-to-one RAG marketing platform (LangGraph · Postgres · S3 · email agents)
  ├─ Productised AI bots: Telegram / WhatsApp / Discord + TTS + WebRTC voice
  └─ Multi-agent AI QA from scratch: processes, harnesses, LLM-as-a-judge eval

$ ./bin/snake --from contribution-graph --render svg
# contribution cells get eaten. daily cron keeps it honest.
github contribution grid snake animation

$ fortune | cowsay -f tux
 _________________________________________________________
/ Novi Sad · Remote EU/US · EN fluent · RU native · SR B2 /
| Amateur rocketry · astrophotography · board games · cook|
\ Best engineers still build things on weekends.          /
 ---------------------------------------------------------
        \   ^__^
         \  (oo)\_______
            (__)\       )\/\
                ||----w |
                ||     ||
┌─ session end ─────────────────────────────────────────────────────────────┐
│  logout · reconnect: linkedin.com/in/wwakabobik · wwakabobik.github.io    │
└───────────────────────────────────────────────────────────────────────────┘

Pinned Loading

  1. home home Public archive

    H.O.M.E. is smart home project.

    C++ 4 1

  2. rocketry rocketry Public

    Rocket stuff (amateur rcandy rockets). Mostly based on Arduino.

    C++ 27 5

  3. testrail_api_reporter testrail_api_reporter Public

    TesRail API reporter

    Python 4 2

  4. leonardo_api leonardo_api Public

    Leonardo.ai API

    Python 23 8

  5. pytest-rerunclassfailures pytest-rerunclassfailures Public archive

    pytest rerun class failures plugin

    Python 1

  6. esp32_radar_tracker esp32_radar_tracker Public

    ESP32 + LD2410C + OLED SSD1306 tracking device + MacOS/Telegram server

    Python 1