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xfalconix/README.md

👋 Carlos Falconi - Data, MLOps, GenAI

LinkedIn Email Location Focus

Top Langs

🧭 About me

Project engineer with experience in Oil&Gas and Shipping Ops, with a master in Data, Data Engineering and AI.

I specialize in building robust data pipelines, training and deploying ML models to production, and automating business processes with Python, Spark and cloud platforms.

"From heavy industry to artificial intelligence: I transform data into decisions."

🛠️ Tech Stack

Languages & Frameworks

Python SQL Bash Shell C

Data, ML & DL

PySpark scikit-learn Keras Hugging Face

Cloud & MLOps

Azure Databricks MLflow Docker GitHub Actions

APIs & Notebooks

FastAPI Jupyter

📊 Data Visualization

Power BI

🗂️ Project Management

Atlassian GitHub

📂 Featured Projects

Project Description Stack
churn-mlops-databricks End-to-end MLOps pipeline: ingestion, feature engineering, training & serving on Databricks Delta Lake Python · PySpark · Databricks · Delta Lake · MLflow
fraud-detection-api Credit card fraud detection with a neural autoencoder (NumPy from scratch) and optimized threshold Python · NumPy · scikit-learn
azure-price-scraper Azure Functions for web price scraping with HTTP trigger and automated alerts Python · Azure Functions · requests
powerbi-dashboards Business intelligence dashboards for KPI monitoring with Power BI Power BI · DAX · SQL

📚 Education & Certifications

  • Master in Big Data, Data Engineering and AI — ESESA Business School (2025-2026)
  • MLOps Essentials: Monitoring Model Drift and Bias — LinkedIn Learning
  • Complete Guide to Python Fundamentals for MLOps — LinkedIn Learning
  • 42 Málaga — Fundación Telefónica (C, Linux, DevOps)

🌱 Currently Learning

  • LLMOps — Fine-tuning LLMs with Hugging Face PEFT/trl
  • Real-Time ML — Streaming with Spark Structured Streaming + Kafka
  • ML System Design — Architectural patterns for production

🤝 Let's Connect

LinkedIn GitHub

⭐ Open to opportunities in Data roles — Product / LLM / MLOps — Málaga, Spain

Pinned Loading

  1. azure-price-scraper azure-price-scraper Public

    Practice with azure functions scrapping a price from a web page

    Jupyter Notebook

  2. churn-mlops-databricks churn-mlops-databricks Public

    Jupyter Notebook

  3. fraud-detection-api fraud-detection-api Public

    Proyecto de predicción de fraudes en tarjetas de crédito

    Jupyter Notebook

  4. mlops-model-monitoring mlops-model-monitoring Public

    Based on Linkedin Learning Course : MLOps Essentials: Monitoring Model Drift and Bias 2023

    Jupyter Notebook

  5. python_mlops_course python_mlops_course Public

    https://www.linkedin.com/learning/complete-guide-to-python-fundamentals-for-mlops

    Jupyter Notebook

  6. powerbi-dashboards powerbi-dashboards Public

    Some Power BI projects I have done.

    1