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xfalconix/README.md

👋 Carlos Falconi - Data, MLOps, GenAI

LinkedIn 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 bring experience in project coordination and operational analysis, complemented by academic and personal projects in Python, machine learning, Power BI and cloud deployment. My portfolio includes learning projects and prototypes using Azure, Databricks and MLflow.

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


🛠️ Tech Stack

Languages & Frameworks

Tools explored through coursework and projects; the repository descriptions explain their scope.

Python SQL Bash Shell C

Data, ML & DL

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 Learning project covering data preparation, model training, MLflow tracking and Databricks serving Python · PySpark · Databricks · Delta Lake · MLflow
azure-price-scraper HTTP-triggered Azure Function for extracting product names and prices from compatible HTML 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)
  • Financial Analysis and Modeling Professional Certificate — Corporate Finance Institute (CFI), LinkedIn Learning
  • 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

  • Python and machine learning — Strengthening fundamentals and model evaluation
  • MLOps — Experiment tracking, serving and reproducible workflows
  • RAG — Retrieval, generation and evaluation in small prototypes

🤝 Let's Connect

LinkedIn GitHub


⭐ Open to opportunities in Data roles — Product / 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. mlops-model-monitoring mlops-model-monitoring Public

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

    Jupyter Notebook

  4. python_mlops_course python_mlops_course Public

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

    Jupyter Notebook

  5. powerbi-dashboards powerbi-dashboards Public

    Some Power BI projects I have done.

    1

  6. rag-internal-policies rag-internal-policies Public

    Academic RAG practice with simulated internal policies, access filtering, multilingual embeddings and Qwen.

    Jupyter Notebook