I turn business problems into AI-powered products, autonomous systems and automation that actually ship.
I'm an AI Builder, founder and automation-focused engineer from Colombia 🇨🇴 with 7+ years of experience across financial services, analytics, process improvement, automation, artificial intelligence and technology.
My approach is simple:
Find a real problem. Understand the user. Build the smallest useful solution. Ship it. Learn. Improve.
I work at the intersection of:
Business Problems
↓
Product Thinking
↓
AI + Agents + Data
↓
Automation + APIs
↓
Working Software
↓
Real-World Impact
I am also the founder of Eduky, where I build technology and educational products around AI, Data and Automation for Latin America.
I care less about technology for technology's sake and more about one question:
Three of my projects have received international hackathon recognition across Microsoft, AWS/Vercel and Bright Data/lablab.ai.
Transform source code into music — literally hear your code.
CodeSonify analyzes software structure and transforms functions, loops, conditionals, complexity and Git changes into musical compositions.
It combines a web experience with a Model Context Protocol server integrated directly into GitHub Copilot.
What I built
- 🎵 Code → Music engine
- 🔌 MCP Server with 5 specialized tools
- 🔍 Structural code analysis
- 🔀 Git diff sonification
- 🎹 MIDI generation
- 🎨 Real-time audio visualization
- 💻 7 programming languages
- 🎼 Multiple musical styles
Tech
TypeScript MCP GitHub Copilot Express Tone.js Zod
Play money. Real database guarantees. Internet culture finally has a market.
HYPE is a trading-style culture exchange for memes, sounds, creators, sports moments, fashion signals, AI trends and internet-native cultural assets.
The system combines a consumer market experience with a technically rigorous financial ledger powered by Amazon Aurora DSQL.
What makes it different
- ⚡ Real-time cultural asset market
- 🧾 Public Proof of Solvency
- 🔐 ACID transaction guarantees
- 🔄 Optimistic concurrency control
- 💰 BigInt financial accounting
- 📊 HYPE Pro cultural intelligence
- 🏆 Culture leagues
- 🎯 Brand campaign missions
- 🔌 Future B2B data/API monetization
Tech
Next.js TypeScript Amazon Aurora DSQL AWS Vercel PostgreSQL
Five autonomous agents turning live web data into executive decisions.
War Room AI is an autonomous competitive-intelligence platform for B2B strategy and revenue teams.
Instead of simply summarizing information, a multi-agent pipeline researches the live web, challenges its own findings, verifies evidence and produces a decisive Executive Battle Brief.
Planner
↓
Researcher
↓
Skeptic
↓
Verifier
↓
Commander
↓
Executive Battle Brief
Outputs include
- 📈 Market Move Score
- ⚔️ ATTACK / DEFEND / ESCALATE / WAIT / MONITOR
- 🎯 Confidence scoring
- 🔎 Evidence provenance
- 🧠 Commander rationale
- 📋 Immediate / This Week / Watch action packs
- 🔄 Recurring competitive monitoring
Tech
Python FastAPI Next.js LangGraph Claude Bright Data Supabase
Offline-first AI tutoring for students who cannot depend on a permanent internet connection.
AULA explores a problem I care deeply about:
How do we bring generative AI education to students who cannot assume reliable connectivity?
AULA runs a local AI tutor directly inside the browser using Gemma + WebGPU, allowing core educational experiences to continue without server round trips.
Capabilities
- 🧠 Local AI tutoring
- 📴 Offline-first architecture
- 🎙️ Voice tutoring
- 🦉 Socratic learning mode
- 🧮 Scientific calculator + AI explanation
- 🎯 Adaptive practice
- 👩🏫 Teacher mode
- 📄 Quiz/PDF generation
- 🌎 Spanish + English
- ♿ Accessibility-first UX
- 💾 Local IndexedDB learning history
Tech
Gemma Next.js React TypeScript WebGPU MediaPipe PWA
The projects above are only the highlights.
My GitHub includes experiments and production-oriented builds across:
AI Agents · Multi-Agent Systems · Automation · Data · MCP · Web Apps · Developer Tools · FinTech · EdTech · AI Governance · Competitive Intelligence
ai_engineering:
- AI Agents
- Multi-Agent Systems
- Generative AI Applications
- Retrieval-Augmented Generation
- Agentic Workflows
- Model Context Protocol
- LLM Evaluation
- Human-in-the-Loop Systems
automation:
- Business Process Automation
- n8n
- API Integrations
- Python Automation
- Power Automate
- RPA
- Workflow Orchestration
software:
- Python
- TypeScript
- JavaScript
- SQL
- C#
- REST APIs
- FastAPI
- Next.js
data:
- Pandas
- Power BI
- Excel
- Power Query
- Power Pivot
- DAX
- PostgreSQL
- Data Analysis
product:
- Rapid Prototyping
- Product Discovery
- UX Thinking
- Experimentation
- Founder Operations
- Go-to-Market Thinking
- Shipping Fast
Before writing code, understand the user, workflow and business outcome.
Prototype quickly and remove unnecessary complexity.
A perfect architecture nobody uses is not success.
Use deterministic systems where possible and AI where reasoning, interpretation or adaptation creates real value.
High-impact actions require evidence, observability, safeguards and the right human checkpoints.
Execution compounds.
- 🧠 Microsoft Certified: Azure AI Apps and Agents Developer Associate — AI-103
- 🤖 Microsoft Certified: Azure AI Engineer Associate — AI-102
- ☁️ AWS Certified AI Practitioner
- ✨ Google Gemini Educator
- 🏗️ Microsoft Certified: Fabric Analytics Engineer Associate — DP-600
- 📈 Microsoft Certified: Power BI Data Analyst Associate — PL-300
- 📗 Microsoft Office Specialist: Excel Expert
- 🧑🏫 Microsoft Certified Trainer — MCT
- 🎓 Google Certified Educator — Level 2
Statistics tell part of the story.
What matters more to me is what gets shipped, who it helps and what problem it solves.
I build at the intersection of technology, education and entrepreneurship.
Through Eduky, I create practical educational experiences around:
- 🤖 Artificial Intelligence
- 📊 Data Analytics
- ⚡ Automation
- 🐍 Python
- 📗 Excel
- 📈 Power BI
- 🧠 Emerging Technology
Building a company has taught me something engineering alone cannot:
Great products need technology, distribution, communication, customer empathy and relentless execution.
- 🤖 Autonomous and semi-autonomous AI agents
- 🧠 Multi-agent reasoning systems
- 🖥️ Desktop AI assistants
- ⚡ AI-native business automation
- 🎨 Generative AI products
- 📊 Intelligent data workflows
- 🔌 MCP servers and AI-tool integrations
- 🛡️ Safe human-in-the-loop automation
- 🌎 AI products designed for Latin America
- 🚀 Founder-led product experimentation
I'm especially interested in ambitious projects at the intersection of:
AI × Business × Data × Automation × Product
If you're building something difficult, unusual or useful, I'd love to hear about it.
