Skip to content
View nelsonvega's full-sized avatar
💭
I may be slow to respond.
💭
I may be slow to respond.

Block or report nelsonvega

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
nelsonvega/README.md

Hi, I'm Nelson 👋

// founder · cloud · ai · algorithmic trading — building at the edge

I build systems that don't just work — they make money, scale, and survive real-world chaos.

Software engineer by trade, but that's not the full story. I operate at the intersection of AI, automation, and business execution — where clean architecture meets messy reality. The kind of work where demos look great… until production shows up and breaks everything. That's where I live.

20+ years shipping production systems · MSc in Artificial Intelligence (FAU, 2025) · CTO & founder since 2015 · 200+ projects shipped


// currently shipping

  • 🏗️ Kleio Technology — engineering studio. Bespoke software, cloud architecture, data, and agentic AI for teams that can't afford failure.
  • 🪐 Synchroverse — CTO & co-founder. Photorealistic 3D AI companions, real-time game engine, Web3-native.
  • 🧩 Genlobe — operational infrastructure for B2B AI SaaS: multi-tenancy, usage metering, managed agent modules.
  • 📈 Quant Artisan — algorithmic trading strategies with the precision of a craftsman and the autonomy of an agent. 0DTE SPX, regime detection, RL pipelines.
  • 🛒 CartEngineLabs — commerce engine tooling for modern storefronts.
  • 🏗️ SitePulse — owner-builder construction tracker with AI-verified progress photos.
  • 🎓 Arenite — K-12 quiz platform. Turns PDFs, articles, and YouTube into classroom-ready assessments.
  • ⏱️ Timerz — focused Pomodoro tool. Gets out of your way.

// how I think

Most teams treat AI like a feature. I treat it like a system that needs permissions, boundaries, feedback loops, and failure handling.

The moment AI starts acting on behalf of users, you're no longer building software. You're designing behavior.

A few principles I keep coming back to:

  • Software should earn its keep. No demos that fall apart in production. No architecture astronauting.
  • Writing is thinking. It sharpens, filters, and purifies ideas before they become systems.
  • A problem stops being a problem when there's a solution. Composure over panic. Solve, don't stress.
  • The dream hasn't changed since ReSharper — tools that write code for us. We're finally close. Build accordingly.

// stack & specialties

agentic systems   :: LangGraph · Temporal · multi-agent orchestration · RAG · LLM tooling
backend           :: .NET / C# · Python · Node · FastAPI · Clean & Vertical Slice Architecture · CQRS
frontend          :: Next.js · React · TypeScript · Tailwind
data & infra      :: PostgreSQL · Prefect · AWS · Azure · multi-tenant SaaS
cms & migration   :: Optimizely / EPiServer · Sitecore · Universal Migration Grammar (UMG)
quant & trading   :: QuantConnect / LEAN · 0DTE iron condors · HMM regime detection · FinBERT
web3              :: Solana · Ethereum · smart contracts · token-gated systems
mindset           :: solution architecture · cloud-native · distributed systems · production-first

// currently reading & re-reading

  • Designing Data-Intensive Applications — Kleppmann
  • MIT 6.5840 — Distributed Systems — straight from the source
  • The Nelson Special Paper Series — co-authored with Dr. Fernando Koch (FAU)

// find me around

🌐 nvega.com · 💼 LinkedIn · ✍️ Medium · 🐦 @nvega · 📺 YouTube · 🏛️ Mastodon


Nelson's GitHub stats Top Languages


"By wisdom a house is built, and through understanding it is established; through knowledge its rooms are filled with rare and beautiful treasures." — Proverbs 24:3-4

Pinned Loading

  1. ai-ml-titanic-survivor ai-ml-titanic-survivor Public

    Jupyter Notebook

  2. ai-python-image-classifier ai-python-image-classifier Public

    HTML

  3. Algorithmic-Short-Selling-with-Python Algorithmic-Short-Selling-with-Python Public

    Forked from PacktPublishing/Algorithmic-Short-Selling-with-Python

    Algorithmic Short Selling with Python, Published by Packt

    Jupyter Notebook

  4. artificial-intelligence-for-trading artificial-intelligence-for-trading Public

    Forked from udacity/artificial-intelligence-for-trading

    Content for Udacity's AI in Trading NanoDegree.

    Jupyter Notebook

  5. ma-architecture-generator ma-architecture-generator Public

  6. machine-learning machine-learning Public

    Forked from udacity/machine-learning

    Content for Udacity's Machine Learning curriculum

    Jupyter Notebook