[ ABOUT ]
3+ yearsAn AI/ML & Automation Engineer shipping production systems across the full software lifecycle.
AI/ML · LLMs · Computer Vision · Backend · Automation
[ PROFILE ]
I build software, work with data, and explore what AI can make possible. From full-stack applications and backend systems to machine learning, computer vision, and automation, I enjoy working across different areas of technology and figuring out how to make things work together.
I like getting my hands dirty, learning by building, and taking ideas all the way to production.
Systems I Build
AI Systems
I build with LLMs, RAG, and AI agents to make information more useful, connect models with real-world tools, and create applications that actually do something beyond generating text.
Computer Vision
Making cameras smarter. Detection, tracking, classification, and real-time systems that turn what a camera sees into something useful.
Backend Systems
The stuff that makes everything work. APIs, databases, services, integrations, and all the logic behind the applications people use.
Automation
Making systems talk to each other and getting repetitive work out of the way. APIs, workflows, AI, and a bit of creative problem-solving.
[ EXPERTISE ]
AI & Machine Learning
LangChain
LangGraph
PyTorchtorchvision
Ultralytics
Supervision
Ollama
Hugging Face
Vercel AI SDK
Mastra
Google Gemini
OpenAI
DeepSeek
Scikit-learn
TensorFlow
Keras
RunPodAutomation
n8n
Make
ZapierBackend Architecture
NestJS
Express
Node.js
Python
FastAPI
Flask
Java
Spring BootData Science & Analysis
NumPy
Pandas
Matplotlib
Jupyter
StreamlitDatabases
Qdrant
ChromaDB
Pinecone
PostgreSQL
MongoDB
MySQL
TypeORM
PrismaDevOps & Tools
Docker
Kubernetes
Git
GitHub
Postman
GitHub Actions
DokployMobile & Frontend Dev
React
Next.js
TypeScript
Tailwind CSS
shadcn/ui
AngularReact Native
Expo[ EDUCATION ]
Higher Technical Degree in Cross-Platform Software Development
Instituto Politécnico Formosa (IPF)
Intensive technical program focused on cross-platform software development. Covered software architecture, object-oriented design, database modeling, and full-stack development through hands-on projects.
Artificial Intelligence – Models and Applications
Instituto Politécnico Formosa (IPF)
Advanced training in AI and LLMs, from deep learning fundamentals through Transformers, RAG, and AI agents to production deployment of LLM APIs.
Python for Data Science & Machine Learning
Instituto Politécnico Formosa (IPF)
Full data science and machine learning pipeline in Python, from data analysis and preprocessing through classical ML and deep learning to end-to-end project deployment.
Bachelor's Degree in Cyber Defense
Universidad de la Defensa Nacional (UNDEF)
Argentina's first cyber defense degree — covering secure software development, cryptography, digital forensics, risk and threat assessment, and AI/ML applications in defensive cybersecurity contexts.
[ EXPERIENCE ]
Solutions Architect
MF Legal & Consulting
Designed and delivered a custom CRM/ERP platform with dynamic data modeling across three offices, architected end-to-end sales and prospecting workflows for insurance and legal clients, and orchestrated integrations with external systems and law firm databases for seamless case and client management.
Automation Specialist
Building end-to-end AI automations for international clients — from rapid proof-of-concept to optimized production — with hands-on work in agentic workflows, fine-tuning, RAG, API/LLM orchestration, and inference tuning.
Full Stack Engineer
Built and maintained production web applications end-to-end with TypeScript and Node.js, applying clean architecture to keep the codebase maintainable as it grew. Designed RESTful APIs with Express and NestJS, and modeled databases across MongoDB, PostgreSQL, and MySQL.
AI Engineer & Backend Specialist
Freelancing
Designed and delivered AI systems for client workflows, including RAG pipelines, document intelligence, agentic workflows, real-time conversational systems, and backend services integrating LLMs with operational data.
