about@jparedesDS ~ $

About

I am a data scientist and AI engineer based in Madrid. At EIPSA I build computer vision systems and data automation for industrial engineering, from inspection models on the production line to the tooling that surrounds them. Outside of work I build local-first AI products: tools that run on your own machine and keep your data there.

Resume: PDF

Projects

  • Subany — live subtitles in the browser. Whisper and ONNX on WebGPU, with no server round-trip.
  • subany.site — the project site for subany.video.
  • CleanYourMail — a local-first way to clean up a Gmail inbox without handing over your mail.
  • CleanYourPhone — the same idea for your phone: inspect and clean it locally.
  • DocFlow — document automation for industrial teams.
  • Pro POV CS2 — a computer-vision project for Counter-Strike 2 POV clips.
  • GitHub — the rest of the code, including the models published on Hugging Face.

Experience

Data Analyst & AI Engineer · EIPSA

2024 — Now

Computer vision for metallurgy inspection and data automation: YOLO models for defect detection, annotation and evaluation pipelines, and the internal tools that put them to work.

Data Management Technician · Comunicación Permanente

2021 — 2023

Customer data, incident reporting and the internal procedures behind them.

Electronics Lab Technician · Grupo ANOVO

2015 — 2020

Diagnostics, repair and production quality data for consumer devices.

Education

Data Science Bootcamp · The Bridge

2021 — 2022

Supervised and unsupervised learning, deep learning, NLP, computer vision and Flask deployment.

Telecommunications · Centro de Formación Padre Piquer

2010 — 2012

Advanced Vocational Degree in Telecommunications.

Stack

  • Python
  • Jupyter
  • JavaScript
  • TypeScript
  • HTML/CSS
  • PyTorch
  • TensorFlow
  • Keras
  • YOLO
  • OpenCV
  • scikit-learn
  • Pandas
  • NumPy
  • NLP
  • Hugging Face
  • FastAPI
  • Flask
  • React
  • Docker
  • SQL
  • SQLite
  • PostgreSQL
  • GitHub Actions
  • Tableau
  • BeautifulSoup
  • ADB
  • WebGPU
  • Whisper
  • ONNX
  • FFmpeg
  • Claude
  • AI agents
  • Local-first

Writing

I write about the systems I build: computer vision, local-first tools and the trade-offs behind them. The blog collects those notes.

Contact