012026–Now
Amazon↗
Machine Learning Engineer Intern
Camera encoders for anomaly detection, and super-resolution to clean up low-bitrate video streams.
- Computer Vision
- Representation Learning
- Anomaly Detection
- Super-Resolution
AI / ML Engineer
Currently at Amazon
I build agents and LLM products, grounded in machine learning. Currently an ML Engineer at Amazon.
Selected work
6 projects
Bayesian GNNs for Molecular Dynamics
↗PyTorch · PyTorch Geometric · GNN
Algorithmic Trading Bot
↗Python · Exchange APIs · Pandas
Real-Time Crypto Data Pipeline
↗Python · Flask · SQLite
Wearable Fall Detection
↗PyTorch · CNN · Time-Series
Mapping Crypto Communities on Reddit
↗Python · NetworkX · NLP
WayHer – Women's Safety App
↗Web · REST APIs · Map UI
Research · Bachelor's thesis, UPC
Emotional anatomy of a Transformer
Which parts of BERT actually matter for detecting emotions? I compressed it layer by layer and used interpretability to find out.
Matrícula de HonorExplore the interactive thesis ↗
rank 20/20energy kept 100.0%
Fig. 1 — Truncated SVD on a toy matrix. Scroll to compress it.
Experience
4 companies
- 022026
Multiverse Computing↗
Machine Learning Engineer
Compressing LLMs with tensor networks, taking CompactifAI research into production pipelines.
- Python
- PyTorch
- Tensor Networks
- Model Compression
- 032025
Telespazio↗
Software Analyst Intern
Backend and data pipelines for satellite imagery. Led a team of two interns.
- Python
- FastAPI
- PostgreSQL
- Docker
- 042024
Air-Fi
Machine Learning & Data Analyst Intern
Fall and position detection models from wearable sensor data for a healthcare project.
- Python
- PyTorch
- Scikit-learn
- Time-Series
Education
- Technical University of DenmarkExchange — Master-level courses2025–2026
- Universitat Politècnica de CatalunyaBachelor's Degree2022–2026