curriculum vitae madrid · 40.4°n

Ignacio Gómez Fernández.

AI / ML Engineer — production AI, LLMOps & cloud platforms

ignaciogomezfs@gmail.com · +34 646 904 586
linkedin.com/in/ignaciogomezfernandez · ignacio-gomez.pages.dev

Applied mathematician turned AI/ML engineer. I take machine-learning and LLM systems from prototype to production — RAG with real evaluation, LLMOps on Kubernetes, and the cloud infrastructure underneath — for one of Europe's largest banks.

experience

BNP Paribas AIR Tech — AI & Robots for Risk · Madrid

may 2025 — present

ai/ml engineer

Build RAG systems for Risk & Compliance organization-wide, with rigorous evaluation & monitoring of retrieval quality and hallucination rates.
Run LLMOps / MLOps pipelines and a custom data-science platform on Kubernetes — reproducible deployments, observability, model lifecycle.
Led an internal AI coding assistant (in the spirit of Claude Code) adopted by 300+ engineers.
Applied-AI research collaboration with Mila — Quebec AI Institute.

Kyndryl prev. IBM · Madrid

sep 2023 — may 2025

senior associate, data & mlops engineer · associate, it strategy

Lead MLOps engineer on Bankinter's migration to Google Cloud — moved ML workflows and infrastructure from on-premises to GCP.
Built Apache Airflow pipelines out of Hadoop; re-platformed models on BigQuery and Spark on Dataproc.
Designed production CI/CD and secure Enterprise Landing Zones; led infrastructure-as-code with Terraform.

Polygon Technology Madrid

jun — sep 2022

blockchain ecosystem analyst

Web3 client onboarding and competitor research across the blockchain ecosystem, presented to senior management.

skills

ai / ml LLMOps, RAG, LLM evaluation & monitoring, prompt engineering, agentic tooling, MLOps, model lifecycle

cloud & infra Kubernetes, Docker, Terraform, CI/CD, Apache Airflow, BigQuery, Spark / Dataproc, Linux, Bash · GCP · AWS · Azure

languages Python, SQL, C++, Java, Haskell, Git, Dataiku

certifications AWS Solutions Architect Associate · Google Cloud Associate Engineer · Azure Data Scientist (DP-100) · Google Cloud Digital Leader · Azure AI-900 / AZ-900 · AWS Cloud Practitioner

education

Universidad Carlos III de Madrid

2019 — 2023 · madrid

BSc Applied Mathematics & Computing (7.8/10)

University of Florida

2021 — 2022 · florida, usa

Exchange year — bilingual English proficiency

beyond work

Publication in the International Journal of Information Security· Professional Degree in Classical Guitar, Conservatorio Arturo Soria — Top 1 award· Excellence Award Scholarship, Community of Madrid· Top 3 in Bachillerato (9.75/10)· Spanish native, English C1

ignacio gómez fernández — cv set in fraunces · hanken grotesk · jetbrains mono