Skill Assessments This user has not passed any tests yet Languages Catalan - Native or Bilingual Spanish - Native or Bilingual English - Intermediate French - Intermediate Italian - Elementary Portuguese - Elementary People also viewed * [![Ícaro Crespo](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2026/07/avatar_73013_1785244511.jpg) Ícaro Crespo Software Engineer | FullStack Developer | Java | Agile | Management](https://jobicy.com/u/id73013.md) * [![David Ryland](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2026/07/avatar_72998_1785237683.jpg) David Ryland AI Software Engineer](https://jobicy.com/u/id72998.md) * [![Stephane BALLET](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2026/07/avatar_72985_1785232722.jpg) Stephane BALLET Senior Ruby on Rails Software Achitect](https://jobicy.com/u/id72985.md) * [![Silvia Imperiale](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2026/07/avatar_72881_1785185583.jpg) Silvia Imperiale Senior Software Engineer](https://jobicy.com/u/id72881.md) * [![Karthiga Rajesh](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2026/07/avatar_72855_1785178282.jpg) Karthiga Rajesh Full Stack Developer](https://jobicy.com/u/id72855.md) * [![Dominick Moya](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2026/07/avatar_72847_1785176102.jpg) Dominick Moya Senior IT Professional](https://jobicy.com/u/id72847.md) * [![Cristian Camilo Vega Sanchez](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2026/07/avatar_72821_1785171100.jpg) Cristian Camilo Vega Sanchez Full-Stack Developer](https://jobicy.com/u/id72821.md) * [![Alireza Nezami](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2026/07/avatar_72793_1785162223.jpg) Alireza Nezami Senior Mobile Developer (Flutter & Native)](https://jobicy.com/u/id72793.md) [All talent ↗](https://jobicy.com/talent.md) * [Overview](#overview) * [Portfolio](#portfolio) * [Services](#services) ## About Me I am a senior engineer with 8+ years of production Ruby on Rails and Python backend development, and more than 3 years of applied AI in production. I build AI systems that are designed for reliability, observability, and measurable quality, including RAG pipelines, multi-provider LLM orchestration, and agentic workflows. My recent work includes production retrieval systems with hybrid dense and lexical search, reranking, grounding verification, and knowledge-graph-based retrieval expansion. I also founded and lead the development of motos.cat, a geospatial social platform with a large schema, live users, and AI agents operating in production. My background includes regulated life-science R&D and many years evaluating EU R&D&I projects, which has made rigorous documentation, risk assessment, and quality gates a core part of how I work. I am seeking a senior AI engineering role where production reliability, technical depth, and practical delivery matter. ## Skills ### [Python](https://jobicy.com/talent/python.md)[SQL](https://jobicy.com/talent/sql.md)[JavaScript](https://jobicy.com/talent/javascript.md)[Docker](https://jobicy.com/talent/docker.md)[Linux](https://jobicy.com/talent/linux.md)[TypeScript](https://jobicy.com/talent/typescript.md)[PostgreSQL](https://jobicy.com/talent/postgresql.md)[Redis](https://jobicy.com/talent/redis.md)[REST APIs](https://jobicy.com/talent/rest-apis.md)[Observability](https://jobicy.com/talent/observability.md)[Ruby on Rails](https://jobicy.com/talent/ruby-on-rails.md)[API Design](https://jobicy.com/talent/api-design.md)[fastAPI](https://jobicy.com/talent/fastapi.md)[Playwright](https://jobicy.com/talent/playwright.md)[Prompt Engineering](https://jobicy.com/talent/prompt-engineering.md)[MariaDB](https://jobicy.com/talent/mariadb.md)[Apache](https://jobicy.com/talent/apache.md)[Sidekiq](https://jobicy.com/talent/sidekiq.md)[Agentic AI](https://jobicy.com/talent/agentic-ai.md)[Knowledge Graphs](https://jobicy.com/talent/knowledge-graphs.md)[Embeddings](https://jobicy.com/talent/embeddings.md)[Hotwire](https://jobicy.com/talent/hotwire.md)[N8n](https://jobicy.com/talent/n8n.md)[Stimulus](https://jobicy.com/talent/stimulus.md)[Leaflet.Js](https://jobicy.com/talent/leaflet-js.md)[Hybrid Search](https://jobicy.com/talent/hybrid-search.md)[OSRM](https://jobicy.com/talent/osrm.md)[RAG](https://jobicy.com/talent/rag.md)[BM25](https://jobicy.com/talent/bm25.md) ## Tech Stack & Tools ### Application Hosting [![Image](https://cdn.jsdelivr.net/gh/devicons/devicon@master/icons/apache/apache-original.svg) Apache](https://jobicy.com/talent?tool=apache.md) [![Image](https://cdn.jsdelivr.net/gh/devicons/devicon@master/icons/debian/debian-original.svg) Debian](https://jobicy.com/talent?tool=debian.md) [![Image](https://cdn.jsdelivr.net/gh/devicons/devicon@master/icons/redis/redis-original.svg) Redis](https://jobicy.com/talent?tool=redis.md) ### Data Stores [![Image](https://cdn.jsdelivr.net/gh/devicons/devicon@master/icons/mariadb/mariadb-original.svg) MariaDB](https://jobicy.com/talent?tool=mariadb.md) [![Image](https://cdn.jsdelivr.net/gh/devicons/devicon@master/icons/postgresql/postgresql-original.svg) PostgreSQL](https://jobicy.com/talent?tool=postgresql.md) ### Development [![Image](https://cdn.jsdelivr.net/gh/devicons/devicon@master/icons/docker/docker-original.svg) Docker](https://jobicy.com/talent?tool=docker.md) [![Image](https://cdn.jsdelivr.net/gh/devicons/devicon@master/icons/ubuntu/ubuntu-original.svg) Ubuntu](https://jobicy.com/talent?tool=ubuntu.md) ### Languages & Frameworks [![Image](https://cdn.jsdelivr.net/gh/devicons/devicon@master/icons/fastapi/fastapi-original.svg) FastAPI](https://jobicy.com/talent?tool=fastapi.md) [![Image](https://cdn.jsdelivr.net/gh/devicons/devicon@master/icons/playwright/playwright-original.svg) Playwright](https://jobicy.com/talent?tool=playwright.md) ## Experience Senior Full-Stack Developer & AI Solutions Architect @ MUFICATA EU-RTDI S.L. Jan 2001 - Present I design and operate production AI systems, including a RAG assistant with curated knowledge, Qdrant, hybrid retrieval, reranking, and multi-provider LLM fallback. I built the observability layer for latency telemetry, grounding verification, hallucination detection, and admin dashboards for knowledge-gap analysis. This work has driven measurable improvements in search performance and reliability. I also orchestrate a multi-agent AI development team and lead platform engineering for motos.cat, a geospatial social platform with a large schema, route catalog, and live community. Expert Evaluator of EU R&D&I Projects @ REA · EISMEA · EIC Jan 2009 - Dec 2025 I evaluated more than 150 proposals across 40 calls, including H2020, Horizon Europe, and EIC Accelerator blended finance. My work focused on excellence, impact, and risk criteria, requiring rigorous technical assessment and critical review of AI and technology claims. This experience strengthened my ability to write precise evaluations, assess feasibility, and apply strong quality standards. Scientific Director, S4EEB Project @ MUFICATA EU-RTDI S.L. Jan 2012 - Dec 2016 I secured FP7 funding and led an 8-partner, 5-country consortium. The project built an AI-driven autonomous Building Management System using a low-cost audio-sensor network for acoustic occupancy detection. I coordinated validation in public buildings and managed the technical direction of the project. President @ CONSEN Euro-Group EEIG Jan 1997 - Present I have led European R&D cooperation and SME/research consortia. My role has centered on collaboration, project coordination, and supporting cross-border innovation initiatives. Project Manager @ GECSA SA Jan 2000 - Dec 2002 I managed corporate portal and knowledge-management projects for clients such as La Caixa and Caixa Sabadell. I also worked on MetaCampus e-learning initiatives, combining delivery coordination with technical implementation. European IT Consultant @ Getronic SA Jan 1997 - Dec 2000 I supported ICT reengineering and portal development for organizations including Port de Barcelona and Diputació de Lleida. I also taught Internet and ICT courses to computer science graduates, which strengthened my communication and mentoring skills. Head of Agrochemical R&D Division @ LAINCO S.A. Jan 1987 - Dec 1991 I led national R&D for phytosanitary products and field efficacy trials for product registration. This work required regulated research practices, official trial protocols, and careful validation under strict quality requirements. Technical Assistant @ Generalitat of Catalonia Jan 1986 - Dec 1987 I supported official phytosanitary efficacy trials and crop health supervision. This early role gave me hands-on experience in regulated technical work and field validation. ## Education Col·legi d'Economistes de Catalunya Jan 1991 - Dec 1992 Master’s in Business Management and Administration, Business Management and Administration Postgraduate business and management studies focused on administration and organizational leadership. Escola Superior d'Enginyers Agrònoms de Lleida Jan 1983 - Dec 1986 BSc, Agricultural Engineering, Crop Science Undergraduate engineering studies in agricultural engineering and crop science. This professional hasn’t added portfolio projects yet. This professional hasn’t listed any services yet.