Projects and experience
Professional experience
IP Mind LTD — Generative AI Engineer
Cambridge (remote) · February 2024 – present
Permanent contract start date: 1 October 2026.
- Optimising engineering processes with Azure AI, n8n and FastAPI.
- Improving GenAI system performance via Retrieval Augmented Generation and evaluation with LLM-as-a-judge.
- Exploring AI's potential to diversify growth opportunities.
Icaria Technology — Data Scientist
Madrid · September 2023 – February 2024
- Forecasting models using NLP and pre-trained NER (spaCy, Hugging Face).
- Interactive Streamlit dashboards to communicate results to non-technical stakeholders.
Icaria Technology — AI Intern
Madrid · February 2023 – August 2023
- Improving ML infrastructure through Python best practices and Git version control.
- ML algorithms for semi-structured text analysis and sensitive-data detection.
Universidad Carlos III de Madrid — Research Assistant
Leganés · January 2022 – January 2023
- Deep Learning models with PyTorch for depression detection from voice samples.
- Literature review in a laboratory environment.
Selected projects
These public repositories show my work in Python, applied AI and automation. Each link opens the implementation and its documentation.
Speech-based depression estimation
A research pipeline for DAIC-WOZ: transcript preprocessing, class balancing, PyTorch training and evaluation, and a Streamlit explorer. Dataset access is restricted; the repository is a research implementation.
azhacks
Reusable async Python utilities for Azure Blob Storage, queues and tables. The README explains the supported operations and current testing limitations.
LiteDocAI
Experimental Python models for normalizing Azure Document Intelligence results, with a local JSON example.
Football for Burundi
React landing page for the NEAR YOU charity football tournament in Madrid, held on 27 June 2026.
Open-source contributions
Selected contributions merged into the original projects:
- Presidio: analysis builder improvements and a NER model configuration fix.
- Presidio Research: configurable model evaluation and prediction.
- pdfly: PDF page removal functionality.