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"If you have to explain it, it ain't working." - Milton Glaser
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"If you have to explain it, it ain't working." - Milton Glaser
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Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: Pull Sharkx2

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techbuzzz/README.md

Hi, I'm Victor — AI Automation Engineer & .NET Architect

Typing SVG

Profile views Followers Total stars

🧠 About Me

name:        Victor Buzin (techbuzzz)
role:        AI Automation Engineer & .NET Architect
experience:  15+ years building enterprise systems
focus:       Production AI, Multi-Model Orchestration, RAG, LLM Agents
stack:       C# / .NET 10 / TypeScript / Go / Python
background:  Ex-Head of Software Development (SEFE) · led teams of 16-32 engineers
location:    Open for remote contracts (EU timezone)
mission:     Ship AI that runs in production — not in Notion demos.

"If you have to explain it, it ain't working." — Milton Glaser

🚀 What I'm Building

Production-grade AI systems and frameworks, end-to-end:

  • 🤖 Multi-model AI councils — structured deliberation across LLMs with RAG, voting, and Chairman synthesis
  • 📚 RAG pipelines — Qdrant, pgvector, Chroma with cost-controlled inference
  • 🛠️ Self-improving microagents — skill-based learning, MCP tools, human-in-the-loop
  • ☁️ Enterprise .NET — microservices on Azure, event-driven, observable
  • 🔌 Platform integrations — Salesforce, Dynamics 365, Docebo, M365

⭐ Featured Projects

🏛️ Delibera

Multi-Model AI Council Framework · C# / .NET 10

Structured AI deliberation — multiple LLMs reason across rounds, critique each other, Chairman synthesizes verdict. RAG (Qdrant, pgvector), 4 compression strategies, 6 debate templates, streaming councils, pluggable voting, OpenTelemetry.

RAG Multi-Agent Microsoft.Extensions.AI Ollama OpenTelemetry

🦾 Hercules

Self-Improving Microagent · C# / .NET 10

A compact self-improving microagent that reproduces key "hermes-style" agent characteristics in a runnable form factor. Skill-based learning, MCP tools, human-in-the-loop required for skill creation.

Agents MCP Skills YandexGPT Ollama

🎬 marp-play

Online Markdown-to-Slides Player · TypeScript

Free online presentation player powered by Marp Core. Paste Marp-flavored markdown → real-time preview → export to PDF. Fullscreen mode with keyboard navigation. Live at marp-play.techbuzzz.me.

Marp TypeScript Markdown Slides SaaS

🛠️ Tech Stack

AI & LLMs

.NET Microsoft.Extensions.AI Ollama YandexGPT Azure Qdrant Chroma pgvector

Backend & Cloud

C# .NET 10 PostgreSQL EF Core Azure Docker Quartz

Languages

TypeScript Go Python Astro

📊 GitHub Stats

GitHub Stats Top Languages

GitHub Streak

🏆 Recent Activity

  1. ℹ️ Labeled issue #19 in techbuzzz/Delibera
  2. ❗ Opened issue #19 in techbuzzz/Delibera
  3. ℹ️ Labeled issue #18 in techbuzzz/Delibera
  4. ❗ Opened issue #18 in techbuzzz/Delibera
  5. 🔒 Closed issue #10 in techbuzzz/Delibera

🤝 Open For

  • 💼 Remote contract work (long-term or fixed-scope) — EU timezone, async-first
  • 🎯 AI consulting — RAG, multi-model orchestration, production AI hardening
  • 🏗️ Fractional engineering leadership — short-term CTO/Head of Engineering engagements
  • 🤝 Open-source collaboration — especially AI agents, MCP, multi-agent systems

📩 DM me on LinkedIn with a one-paragraph brief — I reply within 24h.

🌐 Connect

LinkedIn Website Marp Play GitHub

Footer

📌 Note: this README is auto-rendered. The <!--START_SECTION:activity--> block is auto-updated every 2 hours via github-activity-readme

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  1. Delibera Delibera Public

    Delibera - Thoughtful AI Decisions. A framework for collective decision making through structured AI deliberation. Supports multi-model councils with RAG (Qdrant, PgVector), debate strategies, Know…

    C# 3

  2. marp-play marp-play Public

    Free online Markdown-to-Slides presentation player powered by Marp Core. Paste Marp markdown, preview slides in real-time, export to PDF, use fullscreen mode, and navigate with keyboard shortcuts o…

    TypeScript 2

  3. Hercules Hercules Public

    Hercules is a compact self-improving micro-agent that reproduces the key self-improving characteristics of "hermes-style" agents (Nous Research) in a runnable form factor.

    C# 2

  4. agent-shaker agent-shaker Public

    Agent Shaker is a coordination platform for managing AI agents and teams in complex projects. It provides a centralized system for project management, agent registration, and task coordination with…

    Go 1 1

  5. Anetlab/app-vault Anetlab/app-vault Public

    Go

  6. Rec2IT Rec2IT Public

    TypeScript