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DIEGO_DIAZ_M
DATA SCIENCE // AI STRATEGY // LEADERSHIP
I architect end-to-end AI-driven data systems, from raw pipelines to deployed products, and lead the teams that ship them. Founder of NTK Solutions, co-founder of MIMIC, building at the intersection of data engineering, AI, and business strategy.
// 01 ABOUT_ME
I architect end-to-end AI-driven data systems, from raw pipelines to deployed products, and lead the teams that ship them. As founder of NTK Solutions and co-founder of MIMIC, I build at the intersection of data engineering, AI, and business strategy: turning messy data into infrastructure, and infrastructure into decisions that move companies forward.
My mission is to close the gap between what data teams build and what executives can act on. I don't stop at the model, I care about the pipeline that feeds it, the product that consumes it, and the people who scale it. That's why my goal is to operate at the nexus of technology and leadership as a Chief Data Officer, driving enterprise-wide AI adoption that actually ships and compounds.
Same discipline, different playgrounds: I chase barista-level espresso, treat baking and cooking like precision experiments (weights, timers, controlled variables), and I love videogames.
// 02 TECHNICAL_STACK
Languages & Core
- PythonAdvanced
- SQLAdvanced
- TypeScriptIntermed
- RIntermed
AI & Data Science
- Agentic AI (LangChain)
- LLMs (OpenAI, Anthropic)
- Scikit-Learn / Pandas
- TensorFlow / PyTorch
Data Engineering
- Vector DBs (Pinecone, Chroma)
- ETL Pipelines
- PostgreSQL / MongoDB
- Data Warehousing
Cloud & Architecture
- AWS (S3, EC2, Lambda)
- GCP (BigQuery, Vertex AI)
- Docker / Kubernetes
- CI/CD (GitHub Actions)
FAVORITE_AI_TOOLS
OpenCode
Terminal-first AI coding agent. Fast, open source, works with your own tools.
Mango Agent
My own AI agent, running in the cloud with persistent memory, RAG, secure desktop access, and integrations with my tools; my personal coding assistant.
Jules
Google's async coding agent. Plans, codes and ships tasks in the background.
Google Antigravity
Agentic IDE by Google. AI agents that build complete features inside your editor.
Claude Code
Anthropic's agentic coding tool. Strong at complex multi-file refactors.
Codex
OpenAI's coding agent. Turns natural language into production code.
// 03 ACADEMICS
Education
LEAD University
B.S. Data Science & Artificial Intelligence
EXPECTED 2027Cenfotec University
Python Fundamentals
NOV 2023Certifications
12 CREDENTIALSGoogle · Cisco · DataCamp · Codecademy · AWS
The Basics of Google Cloud Compute
AUG 2026Introduction to Modern AI
MAR 2026Intermediate Python
OCT 2025Foundations of Data Science
JUL 2025FORTH Innovation Methodology
JUL 2025Introduction to R
APR 2025Introduction to Python for Developers
FEB 2025Introduction to Functions in Python
FEB 2025Python Functions, Packages & NumPy
JAN 2025Handling Missing Data
JAN 2025Learn SQL
APR 2024AWS Certified Cloud Practitioner
FOUNDATIONAL// 04 EXPERIENCE_TRACK
Founder @ NTK Solutions
Architecting and deploying end-to-end AI-driven data pipelines for enterprise clients. Leading a team of developers to build scalable solutions that optimize business processes and leverage advanced machine learning models.
Co-Founder & Head of AI Strategy @ MIMIC
Spearheaded the development of predictive models and semantic search interfaces. Built robust data ingestion pipelines and implemented vector databases to power next-generation search capabilities.
Ambassador & Founder @ LEAD Forge
Directing technological initiatives and fostering a community of developers. Organizing workshops, hackathons, and guiding students in practical applications of emerging technologies.
// 05 TRUSTED_BY
The service has been key to optimizing our processes. Customer support is fast and solution-driven, which has allowed us to work with greater agility, schedule appointments immediately and increase our revenue.
We have been able to clear up questions about our products, which has allowed us to focus on improving customer service at the restaurant. Support is agile and effective, letting us operate faster and, in turn, increase our revenue.
Large infrastructure decisions involve many interconnected variables. MIMIC provided a structured way to explore different scenarios and better understand how changes in one area could affect the broader system.
What impressed us most was how quickly we could move from an idea to a fully structured simulation. MIMIC gave our analysts a practical way to explore the potential impact of policy and market changes without relying solely on assumptions.
Strategic planning often involves navigating uncertainty. MIMIC helped us examine different future scenarios and better understand how external events could influence our long-term objectives.
In environments where decisions carry significant consequences, understanding potential outcomes is critical. MIMIC allowed our team to evaluate multiple scenarios quickly and identify risks that would have otherwise remained hidden.
One of MIMIC's greatest strengths is its ability to reveal consequences that are not immediately obvious. It helped us evaluate multiple strategic paths and identify opportunities and risks before taking action.
// 06 OPEN_COLLABORATION
I'm looking for jobs and seed-stage startups where data is the core product, the fuel is real capital (preseed/seed), and the bet is on a builder who ships the whole stack, not just slides. If that sounds like you, let's talk.
- >Messy data that never becomes a decision
- >Models that demo but never reach production
- >Early teams without an AI/data roadmap
- >Scale-up gaps between product and infrastructure
- >End-to-end data & AI architecture
- >Agentic AI + LLM productization
- >Cloud infra, pipelines and CI/CD
- >Technical leadership and team building
- >Startups with data at the core and seed capital
- >AI/data roles with clear business impact
- >Co-founding or founding engineering
- >Consulting or fractional AI leadership
▸ BEST_PROJECTS
MIMIC AI
Predictive models + semantic search: robust data ingestion pipelines and vector databases powering next-generation search.
Claude-XRay_The_Hidden_Brain_of_Claude_Code
Reverse-engineering the inner architecture and hidden internals of Claude Code: memory, tooling and agent orchestration.
Mango Agent
My own cloud-based AI agent: persistent memory, RAG, secure access to my tools and my personal coding assistant.