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alvaro-serero/README.md

Hi, I'm Alvaro

Final-year engineering student at ESILV in Paris (Diplôme d'Ingénieur, Data & AI, graduating 2027). I build ML and LLM systems, and I'm looking for a 6-month internship in machine learning or applied AI starting February 2027.

Selected work

Project What it is
Bitcoin causal factor investing Causal discovery pipeline (PC, NOTEARS, PCMCI, DoWhy) that narrows 288 candidate Bitcoin return drivers to 10. Run with Ginjer AM.
Wikipedia KG + RAG pipeline Crawling, NER and relation extraction, OWL ontology, Wikidata alignment, PyKEEN embeddings and a natural-language-to-SPARQL assistant.
MiaouFlow Multi-agent orchestration for the Mistral Vibe CLI. Top 6 at Mistral AI's Paris hackathon. I built the live agent dashboard and the subagent communication harness.
Medical image retrieval European Hackathon League Paris (Inria, Paris Brain Institute). 5th of 22 teams.
Python Maker Bot Rust CLI that generates, lints and runs Python code with LLMs in a Docker sandbox.
ML foundations Core ML and deep learning implemented from scratch in NumPy, tested against PyTorch.
GradePace Trail-race pacing web app (React, TypeScript), runs fully in the browser.

Experience

AI software engineer intern at Thales (Apr to Sep 2026), embedded aeronautics software. I built an LLM tool that reviews software requirements and suggests corrections, and rewrote a pull-request review bot (Python, Bitbucket, Jira, Jenkins). That code is internal.

Stack

Python, PyTorch, scikit-learn, pandas · LLMs, RAG · SQL · Rust, TypeScript · Docker, Git

Elsewhere

LinkedIn · Off the keyboard: trail running and bouldering.

Pinned Loading

  1. Nicolascos/Bitcoin-causal-factor-investing Nicolascos/Bitcoin-causal-factor-investing Public

    Causal discovery pipeline for Bitcoin return drivers — PC Algorithm, NOTEARS, PCMCI, Granger + DoWhy falsification. In partnership with ESILV and Ginjer AM.

    Jupyter Notebook 2 2

  2. credit-card-fraud-detection credit-card-fraud-detection Public

    Credit card fraud detection : Decision Tree to XGBoost on 284k transactions, F1=0.84, threshold tuning & financial cost analysis

    Jupyter Notebook

  3. Loro67/tripadvisor-nlp-recommender Loro67/tripadvisor-nlp-recommender Public

    Content-based place recommendation using NLP on TripAdvisor reviews - no metadata, text only

    Jupyter Notebook

  4. python-maker-bot python-maker-bot Public

    Forked from Ali-Gatorre/python-maker-bot

    AI-powered Python code generator built in Rust: multi-provider LLMs, Docker sandbox, real-time web dashboard, ruff/bandit analysis, RAG, streaming

    Rust

  5. Valdg2165/personal-finance-dashboard Valdg2165/personal-finance-dashboard Public

    Finance app

    JavaScript 1

  6. Yonet28/GreenAI-Waste-Classification Yonet28/GreenAI-Waste-Classification Public

    Jupyter Notebook