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Suffering but live goes on :D
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Suffering but live goes on :D

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ElSirGuti/README.md

Hi, I'm Andrés 👋

AI Engineer · Computer Engineer based in Valencia, Venezuela. I build production AI platforms: tool-calling agents, MCP integration layers and ML pipelines that business teams actually run on.

Open to relocation to Europe and to remote roles.

What I do

  • Design and run an enterprise AI platform (agents + MCP + ML) at Invertropoli C.A.
  • Build ML models for credit risk and demand forecasting
  • Motorsport telemetry tooling: post-session analysis and a real-time AI race engineer prototype

Stack

Python FastAPI TypeScript React Next.js PostgreSQL Redis Docker LightGBM scikit-learn Claude / MCP

Selected projects

  • pit-wall-ai: real-time AI race engineer for Assetto Corsa. Reads live telemetry, gives rule-based alerts (tyres, brakes, fuel, pace, braking points) and uses a language model only for conversation. Python.
  • motorsport-analytics-pipeline: turns a MoTeC CSV into a corner-by-corner diagnosis: lap deltas, G-G diagrams, tyre and brake thermal analysis.
  • Trabajo-de-Grado: my degree thesis, an industrial maintenance system with an LLM that automates FMEA and maintenance scheduling.

Languages

Spanish (native) · English (C2) · German (A2, learning) · French (A1, learning)

Find me

Portfolio · LinkedIn

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  1. Trabajo-de-Grado Trabajo-de-Grado Public

    JavaScript

  2. motorsport-analytics-pipeline motorsport-analytics-pipeline Public

    Motorsport telemetry analysis platform — upload CSV lap data to compare driver performance, detect handling issues, and get data-driven setup recommendations. Features lap-by-lap delta analysis, G-…

    Python 1

  3. pit-wall-ai pit-wall-ai Public

    Real-time AI race engineer for Assetto Corsa: live telemetry, rule-based alerts, voice and chat.

    Python 1