Eugen Soloviovsuenot
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Eugen Soloviov

Software engineer and quant developer, building the machinery of an AI marketing agency

Batumi, Georgia

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Summary

Software engineer with 20+ years of shipping. Long before the AI boom I built websites and products end to end: design, architecture, frontend, backend and DevOps, including six years running my own web studio. Quant developer and researcher: trading since 2011, building trading robots, strategies, backtests, research and analytics since 2017. I have also made a few games, edited video and worked with electronics. AI multiplied all of it: at Reforms I designed, directed and audited agent-built systems that research a niche, render video in code, publish to seven platforms and monitor the news.

  • 20+

    years shipping software

  • ~200

    sites built at my own web studio

  • 39

    videos built in 19 days

  • 8

    videos live on 7 platforms

What I build for an AI marketing agency

  • Niche and competitor research

    Know what works in a niche before paying for production.

    • 3,545 competitor and client videos collected, transcribed and searchable
    • A competitor with 3,230 videos and a 1,102-page site taken apart
    • A client channel and site reviewed into 11 ranked fixes

    AI & marketing automation

  • AI video production

    Short vertical videos, from script to finished edit, built in code and reviewed by someone who can edit.

    • 100 story ideas storyboarded, 800 beats
    • Sound levels fixed across the first 12 videos

    Video production

  • Multi-platform publishing

    One finished video goes to seven platforms, with a log that prevents double posting.

    • Every post logged and read back after publishing
    • No duplicate post recorded

    AI & marketing automation

  • Media monitoring and news

    A news service that collects regional stories, keeps every version and publishes digests.

    • 28,041 stored revisions from 9 live feeds
    • Past stories can be queried as they stood on any date

    Engineering & data

  • Agent orchestration

    A lead agent splits the work, builder agents do it, and a fresh agent reviews it.

    • 11 agents writing in parallel; about 56 subagents in one day
    • The same task given to two AI models, better result kept
    • 14+ independent scored reviews

    AI & marketing automation

  • Quality and rights gates

    Checks that stop shaky, blurry or uncleared material before it reaches an audience.

    • Every new render is checked; failing ones are held
    • Footage split into two rights tiers; uncleared clips are held
    • A claims check caught 40 of 41 labelled financial claims

    Video production

  • Websites, run as a studio

    Designing, building and running client sites as a studio.

    • About 200 sites, 2010–2016
    • Team of 3 to 7 developers

    Studio & company

  • Knowledge base and reporting

    A handbook and daily reports where every status carries its evidence.

    • 837 pages, 25 guides, 19 project articles
    • A report page per video, a report per working day

    Studio & company

Career timeline

  1. 2026 - presentV2 AI & marketing automation

    Reforms.aiSoftware Engineer

    AI automation marketing studio. I designed, directed and audited agent-built systems.

    • 191 commits in 19 days across publishing, news, research and video repos
    • Video pipeline with a style gate, independent reviews and automatic quality checks
    • Seven publishing tools sharing one contract and one post log
    • Go news service and research crawler, plus the studio handbook

    HyperFrames / FFmpeg / Go / Python / Camoufox / PostgreSQL

  2. 2025 - presentV4 Engineering & data

    CmdopCTO

    Remote server management through AI agents.

    • Own the product stack: agent control, chat bots for Telegram, Discord and Slack, browser automation
    • Frontend in React, Next.js and TypeScript; skills marketplace for agents

    React / Next.js / TypeScript / Python

  3. 2022 - presentV4 Engineering & data

    Deep.foundationFull-stack developer (contract)

    Pseudo-graph database platform and Deep.memo.

    • Event-driven backend and React frontend over GraphQL and Hasura
    • Infrastructure on Swarm, Argo CD, Kubernetes and Terraform
    • 60 commits in the organization's repositories

    Node.js / React / GraphQL / Kubernetes / Terraform

  4. 2017 - presentV4 Engineering & data

    Marketmaker.ccCEO

    Scalping terminal and backtesting for crypto markets.

    • Terminal covering 60+ exchanges, with a tick-level backtester that replays live-bot behavior
    • Real-time data and reliability work in Go and TypeScript on QuestDB and DuckDB

    Go / TypeScript / QuestDB / DuckDB

  5. 2016 - 2022V4 Engineering & data

    Shakeapp, Kupi.network, Dolphin.biDeveloper (contract)

    Contract roles at three product teams.

    • Shakeapp 2020–2022: React developer on a peer-to-peer sharing platform
    • Kupi.network 2018–2019: crypto terminal covering 130+ exchanges
    • Dolphin.bi 2016–2017: frontend in Vue with a Python backend

  6. 2010 - 2016V1 Studio & company

    de-core.netFounder, web studio

    Web studio I founded and ran for six years.

    • Delivered sites for clients from the first project to the last
    • Grew the studio from solo work into a team

  7. 2026V2 AI & marketing automationProject

    Publisher suite

    Publishes one video to YouTube, Instagram, Facebook, TikTok, Threads, X and Pinterest through each platform's own web editor.

    53 of 56 posts live, 540 tests

    Python / Camoufox / SQLite

  8. 2026V2 AI & marketing automationProject

    Reference crawler

    Collects a channel's videos, scene slides, audio and transcripts into a searchable store for competitor analysis.

    4 channels, 266 tests

    Python / FastAPI / yt-dlp / SQLite FTS5 / Next.js

  9. 2026V4 Engineering & dataProject

    News warehouse

    Go service that collects news, keeps every revision and builds a time-based event graph, digests and RSS.

    283 Go and 108 Python tests

    Go / PostgreSQL / Docker / GitLab CI

  10. 2026V2 AI & marketing automationProject

    gaia

    Drives Gemini, Veo 3 and NotebookLM through a logged-in Camoufox session, no API keys.

    14 stars, 214 tests

    Python / Camoufox

  11. 2026V3 Video productionProject

    Content factory

    Article to slides and audio, to synced MP4, to subtitles and metadata, to YouTube upload.

    FFmpeg / Whisper / Python / Camoufox

  12. 2025V2 AI & marketing automationProject

    AI form filling

    AI service that filled in forms on websites for the user. Worked on it from January to March 2025; the project was closed.

  13. 2024 - 2026V2 AI & marketing automationProject

    aicommit

    CLI that writes git commit messages with LLMs and falls back to free models.

    25 stars

    Rust

  14. 2018 - 2026V4 Engineering & dataProject

    profitmaker

    Open-source trading terminal for 100+ exchanges via CCXT.

    365 stars, 93 forks

    TypeScript / React / Bun / PostgreSQL

Selected projects

  • 2026AI & marketing automation

    Publisher suite

    Publishes one video to YouTube, Instagram, Facebook, TikTok, Threads, X and Pinterest through each platform's own web editor.

    53 of 56 posts live, 540 tests

    Python / Camoufox / SQLite

  • 2026AI & marketing automation

    Reference crawler

    Collects a channel's videos, scene slides, audio and transcripts into a searchable store for competitor analysis.

    4 channels, 266 tests

    Python / FastAPI / yt-dlp / SQLite FTS5 / Next.js

  • 2026Engineering & data

    News warehouse

    Go service that collects news, keeps every revision and builds a time-based event graph, digests and RSS.

    283 Go and 108 Python tests

    Go / PostgreSQL / Docker / GitLab CI

  • 2026AI & marketing automation

    gaia

    Drives Gemini, Veo 3 and NotebookLM through a logged-in Camoufox session, no API keys.

    14 stars, 214 tests

    Python / Camoufox

  • 2026Video production

    Content factory

    Article to slides and audio, to synced MP4, to subtitles and metadata, to YouTube upload.

    FFmpeg / Whisper / Python / Camoufox

  • 2025AI & marketing automation

    AI form filling

    AI service that filled in forms on websites for the user. Worked on it from January to March 2025; the project was closed.

  • 2024-2026AI & marketing automation

    aicommit

    CLI that writes git commit messages with LLMs and falls back to free models.

    25 stars

    Rust

  • 2018-2026Engineering & data

    profitmaker

    Open-source trading terminal for 100+ exchanges via CCXT.

    365 stars, 93 forks

    TypeScript / React / Bun / PostgreSQL

From Final Cut to code

I edited by hand first and learned what makes a cut work. Now I encode those rules in code and check every render.

By hand

  • iMovie and Final Cut Pro, before AI
  • Cutting and pacing, titles, sound

In code

  • HyperFrames compositions and FFmpeg renders at 1080×1920, 30 fps
  • Loudness target −14 LUFS, true peak below −1 dBTP
  • Jitter gate for shake and held frames; material gate for text posters, upscaling and blur
  • Narration transcript matched word for word against the script

Skills

Languages
  • TypeScript
  • JavaScript
  • Python
  • Go
  • Rust (basics)
  • Zig (basics)
  • Swift (basics)
  • Kotlin (basics)
  • C++ (basics)
  • C# (basics)
  • Lua (basics)
  • Haskell (basics)
Frontend & apps
  • React
  • Next.js
  • Astro
  • Vue
  • Svelte
  • Angular
  • SwiftUI
  • UIKit
  • Apache ECharts
  • React Stockcharts
  • Electron
  • Tauri
  • Ionic
  • Capacitor
Backend & APIs
  • Node.js
  • Bun
  • Elysia
  • Django
  • FastAPI
  • GraphQL
  • Hasura
  • gRPC
  • REST
  • WebSocket
  • FIX Protocol
Databases & streaming
  • PostgreSQL
  • QuestDB
  • ClickHouse
  • DuckDB
  • Redis
  • MongoDB
  • MySQL
  • SQLite
  • Tarantool
  • Parquet
  • Apache Kafka
DevOps & infra
  • Docker
  • Docker Compose
  • Docker Swarm
  • Kubernetes
  • containerd
  • CRI-O
  • Nginx
  • Apache
  • Traefik
  • Istio
  • Gateway API
  • Dokploy
  • Terraform
  • Pulumi
  • Argo CD
  • GitLab CI
  • Prometheus
  • Grafana
Quant & trading
  • Trading robots
  • Market making
  • Tick-level backtesting
  • Optuna (TPE, CMA-ES)
  • Listing monitors
  • HFT messaging
  • CCXT
  • Binance
  • Bybit
  • Gate.io
  • MEXC
  • Bitget
  • Tinkoff Invest
AI & agents
  • Claude Code
  • Codex
  • Subagent orchestration
  • MCP servers
  • Pydantic AI
  • Multi-model routing
Data & scraping
  • yt-dlp
  • faster-whisper
  • Camoufox
  • SQLite FTS5
Video & motion
  • HyperFrames
  • GSAP
  • FFmpeg
  • Kokoro TTS
  • Final Cut Pro
  • iMovie
Other
  • Game development
  • Video editing
  • Electronics

Contact

suenot@gmail.com
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