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QuantumDrizzy/README.md

Hi, I'm Antonio πŸ‘‹πŸ»

AI Engineer Β· Data Scientist Β· ML Engineer
πŸ“ Murcia, Spain β†’ πŸ‡¨πŸ‡­ Switzerland (next step)


About me

MSc in AI & Innovation (Founderz Γ— Microsoft). Self-built technical stack spanning Data Engineering, Machine Learning, Generative AI, RAG systems, and Quantum Computing. Certified across the IBM and Google Professional ecosystems.

I've been working with AI systems since 2021 β€” before it was mainstream. I don't just study these fields β€” I connect them. My background spans ML pipelines, quantum circuit simulation, geophysical data analysis, and philosophy of mind. I use AI as a collaborative thinking tool, not a shortcut.

Currently completing IBM + Google certification stack while building production AI systems locally.


πŸ› οΈ Tech Stack

Languages
Python R SQL Bash

Data & ML
Pandas NumPy Scikit-learn Matplotlib Seaborn

Gen AI & RAG
FAISS Claude Gemini

Engineering
SQLite SQLAlchemy FastAPI

Quantum
Cirq

Automation
Copilot Power Platform Make n8n

Ecosystem
GCP IBM Watson Jupyter GitHub


πŸ“ Portfolio

πŸͺ Exoplanet Hunter β€” NASA Kepler Data

Google Advanced Data Analytics Certificate

Classification of 9,564 NASA Kepler Objects of Interest. Distinguishing confirmed exoplanets from false positives β€” AUC 0.99, 14 habitable-zone candidates identified.

pandas scikit-learn scipy Random Forest Mann-Whitney U

Repo


🌍 Global Seismic Activity β€” USGS Earthquakes

IBM Data Science Professional Certificate

10,500+ earthquakes from 1900–2024. Interactive Folium maps, SQL analysis, tsunami hypothesis testing, magnitude classification.

pandas folium sqlite3 scipy Gradient Boosting

Repo


✈️ Aviation ETL Pipeline β€” Global Route Network

IBM Data Engineering Professional Certificate

End-to-end ETL pipeline. Star schema data warehouse: 49 airports, 30 airlines, 1,936 routes, 15,000 flights. Full data quality validation.

pandas SQLAlchemy SQLite ETL Star Schema

Repo


πŸ€– Scientific Paper Q&A β€” RAG Pipeline

IBM Generative AI & RAG Agents Certificate

Full RAG pipeline over 30 seminal AI/ML papers. FAISS vector store, semantic retrieval, ReAct agent with tool use. Precision@3=0.73.

FAISS scikit-learn RAG ReAct Agent Prompt Engineering

Repo


⚑ IoT Anomaly Detection β€” Model Serving API

IBM AI Engineering Professional Certificate

50,000 industrial sensor readings, 4 anomaly types. FastAPI REST service, Pydantic validation, PSI drift monitoring.

scikit-learn FastAPI Pydantic Isolation Forest GBM

Repo


🌬️ Wind Turbine Predictive Maintenance β€” MLOps

IBM ML Engineering Professional Certificate

Full MLOps pipeline. Versioned feature store, experiment tracking, model registry, business metric evaluation (€ROI), retraining strategy.

scikit-learn MLOps Feature Store TimeSeriesSplit GBM

Repo


πŸ“š Certifications in Progress

Certificate Provider Status
Google Advanced Data Analytics Google / Coursera πŸ”„ In progress
IBM Data Engineering Professional IBM / Coursera πŸ”„ In progress
IBM Data Science Professional IBM / Coursera πŸ”„ In progress
IBM Generative AI & RAG Agents IBM / Coursera πŸ”„ In progress
IBM AI Engineering Professional IBM / Coursera πŸ”„ In progress
IBM ML Engineering Professional IBM / Coursera πŸ”„ In progress
Google Professional Data Engineer Google Cloud πŸ“… Planned
Google Professional ML Engineer Google Cloud πŸ“… Planned

🎯 Currently

  • Completing IBM + Google certification stack
  • Building production AI systems locally
  • English C1 in progress Β· German A2 (active)
  • Target: remote work β†’ Switzerland β†’ quantum security

πŸ“« Contact

LinkedIn Email


Pinned Loading

  1. aviation-etl-pipeline aviation-etl-pipeline Public

    Jupyter Notebook

  2. iot-anomaly-detection iot-anomaly-detection Public

    Real-time anomaly detection on 50,000 industrial IoT sensor readings Β· 4 anomaly types Β· FastAPI REST API Β· PSI drift monitoring

    Jupyter Notebook

  3. kepler-exoplanet-analysis kepler-exoplanet-analysis Public

    Classification analysis of 9,564 NASA Kepler Objects of Interest β€” confirmed exoplanets vs false positives Β· AUC 0.99

    Jupyter Notebook

  4. rag-scientific-papers rag-scientific-papers Public

    Full RAG pipeline over 30 seminal AI/ML papers Β· FAISS vector store Β· ReAct agent with tool use Β· Precision@3=0.73

    Jupyter Notebook

  5. seismic-activity-analysis seismic-activity-analysis Public

    Analysis of 10,500+ earthquakes (Mβ‰₯5.0) from 1900–2024 Β· SQL Β· Folium interactive maps Β· Tsunami hypothesis testing Β· Gradient Boosting

    Jupyter Notebook

  6. wind-turbine-mlops wind-turbine-mlops Public

    Full MLOps pipeline Β· Versioned feature store Β· Experiment tracking Β· Model registry Β· Business metric evaluation (€ROI) Β· Retraining strategy

    Jupyter Notebook