Skip to content
View iggykimi's full-sized avatar

Block or report iggykimi

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
iggykimi/README.md

Ignacio Montero Gil

Ignacio Montero Gil

Data scientist and AI engineer. I work on everything from classic machine learning, computer vision and mathematical optimization to multi-agent LLM systems in production. Mathematician, BSc and MSc in Mathematical Modelling, Statistics and Computation (Universidad de Zaragoza).

At Integra Tecnología I design, build and technically defend AI solutions for enterprise clients in banking, industry, healthcare, public sector and logistics, owning the work from scoping to deployment.

LLM systems

  • Multi-agent assistants and conversational systems (LangGraph) deployed in production environments
  • Document intelligence: OCR + LLM extraction pipelines integrated with client systems
  • Natural-language querying over corporate databases
  • GenAI adoption training and mentoring for 30+ companies and public bodies

Data science & ML

  • Predictive models for business problems: forecasting, classification, regression
  • Computer vision systems delivered to clients
  • Mathematical optimization for operational and logistics problems
  • Data pipelines, SQL and data quality. Previously financial-audit data automation at KPMG (Python, PostgreSQL, Docker, R)

Highlights

  • 2nd prize, HACK THE VIBE hackathon: automatic requirement extraction and eligibility checking over Spanish public tenders
  • MSc thesis: LLM techniques for predicting the market impact of financial news
  • Trainer on LLM agents and Microsoft Copilot adoption for consulting and industry audiences

Now

Building the public side of this work: evaluation harnesses for agents, retrieval benchmarks, and contributions to the agent tooling I use daily (OpenCode, oh-my-openagent, Hermes Agent).

Stack

Python · LangGraph · scikit-learn · pandas · SQL / PostgreSQL · pgvector · FastAPI · Pydantic · Docker · Azure · pytest · Ruff

Contact

Zaragoza, Spain · LinkedIn

Selected projects

catalan-spanish-kindle-dictionary Free Catalan→Spanish Kindle dictionary: 54.5k lemmas, ~1.1M inflected forms. Data pipeline merging FreeDict, Softcatalà and Apertium with automated format verification. GPL-3.0.

Popular repositories Loading

  1. iggykimi iggykimi Public

    Ignacio Montero Gil — AI engineer. Agents, RAG and evaluation tooling with production discipline.

  2. catalan-spanish-kindle-dictionary catalan-spanish-kindle-dictionary Public

    Diccionario catalán-español gratis para Kindle · 54.000+ palabras con conjugaciones y apóstrofes · Diccionari català Kindle gratuït

    Python

  3. iggykimi.github.io iggykimi.github.io Public

    Privacy policy hosting for Quiet Focus

    HTML

  4. setrack-web setrack-web Public

    SetRack - registro de gimnasio offline. Politica de privacidad y descargas.

    HTML