Daniele Mingolla

Daniele Mingolla

Senior AI Engineer at OpenNebula

Architecting next-generation AI systems and LLM-powered cloud management solutions. Currently developing OpenNebula MCP server that reduces cloud management time by 40% through natural language interfaces.

Host of yLearner Podcast, where I interview industry experts and CEOs about data science, AI, and business innovation.

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About Me

Professional Journey

Senior AI Engineer with expertise in LLM-powered systems, machine learning, and cloud infrastructure automation.

Senior AI Engineer - OpenNebula

March 2025 - Present

  • Architected OpenNebula MCP server from scratch, cutting cloud management time by 40%.
  • Reduced cloud operational costs by 15% through predictive VM resource optimization.
  • Pioneered GenAI4EU multi-agent architecture with observer agents and central executor for autonomous cloud management.

Data Scientist - Glovo

March 2024 - March 2025

  • Built ML recommendation system with projected €4M annual GMV impact.
  • Validated EU discount policy through causal inference, proving 99.6% fraud reduction.
  • Designed and analyzed A/B tests across multiple domains (UX, email, promos).
View full experience

Skills & Expertise

AI Systems & LLMs
  • LLM Integration: LangChain, MCP, Promptfoo
  • Deep Learning: PyTorch, TensorFlow
  • Multi-Agent Systems: Autonomous AI
  • Classical ML: Scikit-learn, XGBoost, LightGBM
  • Computer Vision: OpenCV, PIL, Processing
Analytics & Experimentation
  • A/B Testing: Experimental Design, Analysis
  • Causal Inference: DoWhy, EconML, IV
  • Data Processing: Pandas, NumPy, Polars
  • Statistical Analysis: Statsmodels, SciPy, R
  • Data Visualization: Plotly, Seaborn, Matplotlib
Cloud Infrastructure
  • Cloud Orchestration: OpenNebula, AWS, VMs
  • Big Data: Apache Spark, PySpark, Distributed
  • MLOps: Docker, MLflow, Airflow, CI/CD
  • Microservices: FastAPI, RabbitMQ, APIs
  • Data Storage: PostgreSQL, Redis, MongoDB

End-to-End Experimentation

Hypothesis

Problem Definition & Research Design

Design

Statistical Power & Sample Size

Analysis

Statistical Testing & Inference

Decision

Business Impact & Implementation

My Public Projects

A selection of my open-source contributions and personal projects

Let's Create Something Amazing Together

I bring more than just technical skills - I bring innovation, problem-solving mindset, and a track record of delivering business impact.