Aug 2019 – present Gothenburg, Sweden
- Research and productionize AI for network security: event classification, suspicious URL profiling, and malware detection with CNNs.
- Built Text-to-KQL systems powered by LLMs, with guardrails, enabling natural-language query interfaces over security telemetry.
- Built SOC-KG: an agentic threat intelligence platform ingesting 25+ sources, extracting entities with local LLMs, and exposing a knowledge graph for analyst queries (Apache AGE, Qdrant, Ollama, FastAPI).
- Built Xyrus: an autonomous pentesting tool driven by AI orchestration, LLM reasoning, and tool use.
Mar 2018 – Jul 2019 Gothenburg, Sweden
- Built churn prediction, RFM segmentation, and a personalized news recommendation engine using content-based and collaborative filtering.
- Developed NLP pipelines for large-scale user profiling from article reading behavior.
- Delivered data pipelines and REST APIs on Azure and AWS; insights and dashboards via Power BI.
Jun 2016 – Feb 2018 Lisbon, Portugal
- Built web crawlers and anomaly detection for a PropTech real estate comparison platform; trained deep learning models for image-based property classification.
- Designed and deployed chatbots using early language models for client-facing interfaces.
Jun 2012 – Jan 2016 Milan, Italy
- Planned and executed drilling programs for onshore and offshore operations across Italy, Congo, and Mozambique.
- Monitored real-time drilling data to detect operational deviations; collaborated with geologists and reservoir engineers on wellbore optimization.
Sep 2010 – May 2012 Maputo, Mozambique
- Coordinated scheduled maintenance and troubleshooting for fleet aircraft; managed leasing inspections and airworthiness documentation reviews.
- Assessed structural damage and developed repair instructions per OEM manuals.