Hi! I'm Jaime Walter Pérez. I'm from Jerez de la Frontera, Spain, and I'm currently a junior studying Computer Science at the University of Pennsylvania (BSE in Systems + Submatriculation MSE in AI).
I have experience working close to the cutting edge, from reading research to working in applied ML and AI systems.
But I care just as much about the hard last mile: taking the ideas out of the lab and into production systems that perform reliably at scale and serve real users.
── projects ──
[1]
csic
— Deep Learning Research @ CSIC (Sonic Tomography)
[2]
giggle
— Distributed search engine
[2]
poseninja
— Real-time computer-vision action game
── skills ──
Core: Java, Python, JavaScript (Node.js, React), C
Systems & Backend: REST APIs, distributed systems fundamentals, SQL/MySQL/Postgres, AWS (EC2, RDS, S3), Docker, Apache Spark
Data & ML (applied): PyTorch (training pipelines), scikit-learn, basic TensorFlow, embeddings + RAG systems, data processing
Tools: Git, Maven, Linux, CI/CD
Other: COMSOL, Java Swing
Languages: Spanish (Native), English (C2), French (B2)