AI research 🤝 Software engineering
From research to production: computer vision that works with your real data.
I work remotely from Granada (Spain) for clients worldwide.
Contact meWhat I do
I help companies and R&D teams design, build, and deploy computer vision & AI systems, with a focus on reliability, metrics, and cost.
If you’re dealing with…
- A pilot that “works” but fails on real-world data and edge cases.
- Feasibility uncertainty: data, metrics, latency, cost, privacy.
- Needing an external review of architecture, performance, or dataset quality.
I can help you get…
- A clear plan: what to do first, what to measure, and key risks.
- Reproducible results (not fragile demos) and data-driven decisions.
- Practical handover: documentation, next steps, and technical support.
Background: PhD in ML, 15+ years bridging research and industry, and hands-on CV experience (face detection, monocular 3D eye estimation, hand tracking). More about me.
How we’ll work together
A simple process to quickly reduce uncertainty and move toward the right solution.
Discovery
We define the goal, success metrics, available data, and constraints (latency, cost, environment, privacy).
Outcome: feasibility assessment + action plan.
Prototype & evaluation
We build a baseline, iterate with reproducible experiments, and validate on your data.
Outcome: clear metrics + effort, cost, and risk estimates.
Production & handover
We land the architecture, MLOps, and monitoring. I make the system easy to maintain and scale.
Outcome: technical deliverables + handover + targeted support.
FAQ
What kind of projects are the best fit?
Computer vision and AI systems where reliability matters: feasibility, evaluation, architecture, performance, and bridging the gap from prototype to production.
What do you need to get started?
A short description of the goal, sample data (even a small subset), how to measure success, and constraints (latency, cost, privacy). If you don't have data yet, we can define a capture/labeling plan.
How do you structure your engagements?
I work on a project basis with clear scope and deliverables. We'll define the goals, milestones, and outcomes together before starting.
How do you communicate?
I adapt to your team: async when possible (for focus), short meetings when useful. I work in CET/CEST.
What tools do you use?
I mainly work with Python, PyTorch, and MLflow for experiment tracking/monitoring. I'm not tied to a specific cloud provider, and I can adapt to your environment (AWS, GCP, Azure, or on-prem).
Can you sign an NDA?
Yes. I've worked with teams with strict confidentiality requirements.
Do you issue invoices?
Yes. I'm registered as a self-employed professional in Spain and can issue invoices.
Services
Pick the format that fits your team. If you’re unsure, we’ll clarify it in a first conversation.
Want to talk?
Describe your case in 3–5 sentences. I’ll tell you whether it’s a fit and what the next step looks like. No obligation.