AI Engineer / Konecta Labs
I build GenAI systems.
I run Konecta Labs, my self-owned consultancy, where I build production LLM, agent, RAG, DSPy, voice, vision, and FastAPI systems for international clients.
Current work.
Co-Founder & CTO at Konecta Labs, a self-owned GenAI consultancy.
Konecta Labs
Own consultancy delivering GenAI products for international clients, leading architecture, backend, LLM orchestration, deployment, and stakeholder communication.
2024 - PresenteCampus / Avatar4University
Built an AI-assisted course platform for an Italian university research initiative promoted by ENBAS and academic partners, using FastAPI, DSPy, Next.js, Clerk RBAC, SQLModel, and Docker.
2024 - 2025Multimodal course pipelines
Implemented content, slides/PDFs, audio, and avatar video pipelines with OpenAI/LiteLLM, Whisper, MuseTalk, FFmpeg, S3, and BSC MareNostrum 5 GPU/HPC workflows.
GenAIDCLATAM quote bot
Built a production quote bot with DSPy Chain-of-Thought recommendations, multi-query search, parallel async API calls, stock analysis, traceability, feedback capture, and LLM-as-judge experiments.
2025 - 2026AI tools for field marketing
Applied AI/ML work used in operational field marketing workflows.
ReadImage recognition with Kraft Heinz
Computer vision work tied to retail execution and recognition workflows.
ReadWhat I am useful for.
The CV pattern is consistent: practical AI, clean Python backends, and products that survive real usage.
LLM applications
DSPy, RAG, agents, structured extraction, eval loops, tool calling, and practical interfaces around model output.
Voice and media AI
Whisper, GPT Vision, Text-to-Speech, voice cloning, MuseTalk, and multimodal product workflows.
Computer vision
Recognition pipelines, custom model workflows, and automation around visual inspection.
Backend systems
FastAPI, SQLModel, SQLAlchemy, Typer, PyTest, Docker, async Python, S3, SLURM jobs, SSH tunnels, integrations, and clean deployment paths.
Background.
Earlier roles built the Python, API, database, and computer vision base behind the current AI work.
Network Ninja Inc
Founded the AI function, shipped AI products end-to-end, and built production LLM systems with OpenAI, function calling, structured outputs, embeddings, vector databases, RAG, agents, and high-scale FastAPI services.
2023 - 2024Dyvenia
Mid Python Developer building REST APIs with FastAPI, SQLAlchemy, SQLModel, Typer, PyTest, and Docker.
2022 - 2023Cattler
Junior Python Developer working with Django, Django REST Framework, PostgreSQL, GCP, AI image recognition, and GIS.
2020 - 2022UADE University
Data Science studies covering data management with NumPy and Pandas, plus neural networks with PyTorch.
EducationLanguages
Spanish native, English C1, Portuguese B2.
ES / EN / PT