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ericsocrat/README.md
ericsocrat — Product Builder & AI Strategist, coding in a cozy room

$ whoami

I'm ericsocrat — a product builder from Cyprus, based in Kraków, Poland.

Background in Marine Engineering & Naval Architecture. Today I work in global maritime supply-chain operations.

Day job: global supply-chain ops. Nights & weekends: building structured data products.

I don't come from a traditional CS background. My strength is systems thinking. I design architectures, define data models, write specifications, and set verification rules — then leverage AI coding agents (GitHub Copilot and others) to implement efficiently.

I focus on:

• Deterministic data modeling

• Idempotent ingestion pipelines

• Clear API contracts

• QA-first workflows

• Large automated test suites

• CI gates (unit + E2E + security scanning)

The goal: production-grade systems built with structure, clarity, and guardrails.

const eric = {
  role:       "Product Builder & AI Strategist",
  from:       "Cyprus 🇨🇾",
  based:      "Kraków, Poland 🇵🇱",
  superpower: "Turning vision into production software via AI agents",
  focus:      ["Data Products", "AI-Augmented Development", "Open Source"],
  stack:      ["Next.js", "Python", "PostgreSQL", "Supabase", "FastAPI"],
  method:     "Architecture + AI Agents + QA-first workflow",
  principle:  "No data ships without automated verification",
};

⚡ Featured Projects

🧬 TryVit

Multi-axis food health scoring platform — 1,281+ products scored across 25 categories (Poland + Germany) using a 9-factor weighted algorithm grounded in nutritional science, EFSA guidelines, and EU regulatory data.

PLpgSQL Python Next.js Supabase

  • 🔬 9-factor scoring engine (v3.2) with 4 independent quality axes
  • 📊 2,995 canonical ingredients with EFSA concern tiers & additive classification
  • 🔗 99.8% EAN barcode coverage (1,277/1,279 products)
  • 🛡️ 733 QA checks across 48 suites + 23 negative validation tests
  • 🏗️ 184 append-only migrations, 24 CHECK constraints, 30+ RPC API functions

Recommendation: If you're interested in food-tech data pipelines or scoring algorithms, start with the db/pipelines/ directory — each category has its own self-contained SQL pipeline.

📈 Lokifi

Market + Social + AI Super-App. Trading charts, indicators, social feed, alerts, and Deep Research integration.

TypeScript Next.js FastAPI Redis

  • 📉 Advanced charts & technical indicators
  • 🤖 AI-powered research & deep analysis engine
  • 🔐 CodeQL scanning + Renovate bot for dependency security
  • ⚡ Automated CI/CD pipeline with branch protection
  • 🧩 Modular architecture — API, frontend, and workers are fully decoupled

Recommendation: Check the API contracts and the deep-research integration if you're exploring AI-augmented financial UX patterns.

🧠 How I Build

I work at the intersection of product thinking and AI-augmented execution:

  • Architecture first — I design the database schemas, API contracts, and system structure before writing code
  • AI as my engineering partner — I direct Copilot agents with precise strategy and context
  • QA-first workflow — Large automated test suite + CI gates (unit + E2E + security scanning)
  • Ship fast, ship right — CI/CD pipelines, branch protection, automated deployment on every merge

Every commit goes through automated gates. Every data point is verified. Every deployment is green.

🛠 Tech Stack

Core Technologies

TypeScript Python PostgreSQL SQL

Frameworks & Platforms

Next.js React FastAPI Tailwind Supabase Redis

Quality & Automation

GitHub Copilot Playwright Vitest GitHub Actions SonarCloud

📬 Let's Connect


building things that matter

Pinned Loading

  1. Lokifi Lokifi Public

    Lokifi — Market + Social + AI Super-App. Trading charts, indicators, social feed, alerts, and Deep Research integration.

    TypeScript 1

  2. tryvit tryvit Public

    TryVit — Food Health Scanner. Scan, score & compare food products with multi-axis health scoring.

    PLpgSQL 1