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Pol Casacuberta Gil
developerML Engineer and Team Lead @ Deloitte. Physical AI | 7x Nvidia Certified | Azure Certified | Google Cloud Certified | AWS. CS @ FIB-UPC, Barc
Public projects
APA_Practica
Hypothyroidism detection: applied machine learning final project (FIB-UPC, APA course) on patient diagnostic data.
Jupyter Notebookclassificationmachine-learningmedical-ai
APA
Advanced Pattern Analysis coursework (FIB-UPC, APA): Kullback-Leibler divergence, regression, neural networks on MNIST, and Bayesian models.
Jupyter Notebookmachine-learningmnistneural-networks
joc_eda
Programming game project (FIB-UPC, EDA course): C++ AI game with a Mithril.js + Canvas replay viewer and Go backend for match playback.
ReScriptaicanvascpp
AgenticEraHackathon
Agentic Era hackathon (Google + Deloitte): LangChain agent built on Vertex AI Gemini 2.5 Flash that extracts structured data from Spanish public-administration documents.
Pythonai-agentsdocument-extractiongemini
TFG
Bachelor's Thesis (FIB-UPC): polyp detection in colonoscopy with deep learning. Trains Faster R-CNN, RetinaNet, and SSD on data augmented by CycleGAN and SPADE generative models; hyperparameter search via Optuna and Ray Tune.
Jupyter Notebookbachelors-thesiscomputer-visioncyclegan
Likely stack
LangChainPyTorch
