Founder · Physicist · Builder.
Building intelligent systems for tomorrow's challenges
I'm Alejandro Garcia Polo, a Mathematical Physics student at the University of Waterloo, threat intelligence researcher, founder of AI companies, and author exploring the frontier of agentic systems.
Ventures
Companies I'm Building
MarkMill
AI-powered marketing agency delivering growth solutions at a fraction of traditional costs.
MarkMill (by MarkMill Software Corp.) is a complete platform for AI-driven marketing. Describe your goals in plain English and our AI generates complete campaigns — content, visuals, and targeting — in under 15 minutes.
ForgeLore
Autonomous Research Copilot — building agentic systems to solve complex research challenges.
ForgeLore is an autonomous research assistant that helps researchers navigate complex topics, synthesize information from multiple sources, and accelerate the discovery process.
Acadrius
AI-driven education platform enhancing learning through advanced transcription and organization.
Acadrius (by AGP Education Corp) transforms lectures into organized, actionable knowledge. It features real-time transcription, automatic summaries, and interactive tools reflect a commitment to empowering students and educators through AI-first learning.
Eunoia
Leading technical vision and architecture at the intersection of technology and human experience.
Coming soon
Published Work
Agentic AI Systems: Foundations, Patterns, and Architectures — The MUTTA Approach
A comprehensive guide to designing, building, and deploying production-grade agentic systems. Read it online for free, and if you'd like a physical copy or want to support my work, you can purchase it on Amazon.
Open Source Package
agents-sdk-mutta
A CLI scaffolding tool for OpenAI Agents SDK projects. Think of it like django-admin but for building multi-agent AI services.
Building production-ready multi-agent systems requires consistent patterns. Mutta provides opinionated structure, the Manager pattern for orchestrating agents, and AI-first rules that coding assistants understand.
# Install from PyPI$ pip install agents-sdk-mutta
# Initialize project with AI rules$ mutta startproject
# Scaffold a new agent service$ mutta startservice research
# Use your servicefrom agents_sdk.research_agents import ResearchManager
Open Source Package
codex-local-sdk-python
A Python SDK wrapper for Codex non-interactive local execution (codex exec) with sync and async workflows.
It includes JSONL event parsing, resumable sessions, retry/backoff controls, observability hooks, and schema-constrained outputs for reliable automation.
# Install from PyPI$ pip install codex-local-sdk-python
# Import packagefrom codex_local_sdk import CodexLocalClient
# Run a prompt with codex execresult = CodexLocalClient().run(...)
Background
About Me
I'm a Mathematical Physics student at the University of Waterloo with a passion for building intelligent systems that solve real problems.
My work in threat intelligence grew from a simple belief: one of the best ways to help others is by protecting them. There's something meaningful about contributing to security research, knowing it helps keep people safe. When GPT-3.5 was first announced, I found myself captivated by its potential. I started experimenting immediately, first to simplify my own work, then to see what else was possible. That curiosity never really stopped.
Over time, those experiments grew into ventures. MarkMill became a platform for AI-driven marketing, ForgeLore an attempt to build autonomous research tools. I've always been drawn to building things, taking an idea and turning it into something real. I think intelligent systems will play a significant role in accelerating scientific discovery and our overall understanding of the world, and I want to be part of that journey.
Education
- University of Waterloo
- B.Sc. Mathematical Physics
- Co-operative Education
Focus Areas
- Agentic AI Systems
- Solution Architecture
- Threat Intelligence
- Full-Stack Development
Languages
- English (Native)
- Spanish (Native)
- Italian (Professional)
Career
Selected Experience
Arctic Wolf Networks
Threat Intelligence Researcher
Advanced security research and threat detection. Led innovation in threat research and security development across three co-op terms.
Arctic Wolf Networks
R&D Trainer
Designed interactive training modules and built software tools for internal documentation and eLearning.
Paradigm Capital
Equity Research Intern
Built comprehensive web applications with AWS, Docker, and ML integrations.
CareerQuest College
College Instructor
Instructed adult learners in mathematics, computer skills, and English.
Olympiads School
Mathematics Teacher
Homeroom teacher for two classes of 30 students, supplied across multiple grades.
DPCDSB
Student Trustee
Elected to represent 70,000+ students; led the Student Senate and engaged in board policy discussions.
Recognition
Awards & Certifications
Awards
Meta Llama Hackathon Winner
Global winner for innovative Llama-based solutions.
Consensus 2025 Toronto
Multichain Track Winner.
Spurhacks Winner
Top overall project at the Spurhacks competition.
Dreamwell AI Hackathon
AWS Track Winner for intelligent infrastructure design.
Certifications
AWS Security Fundamentals
Second Edition certification for cloud security architecture.
Complete SQL Mastery
Advanced database design and optimization.
Django Fundamentals
Comprehensive backend development certification.
Licenses
Basic RPAS Pilot Certificate
Transport Canada certified to operate drones in Canadian airspace.
Connect
Let's Build Something Together
Whether you're interested in collaboration, have a question about my work, or just want to connect, I'd love to hear from you.