Daniele Mingolla

Data Scientist at Glovo

Turning complex data into business impact through machine learning and causal inference. Currently driving projected €200K+ annual revenue through targeted systems.

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

About Me

Professional Journey

Data Scientist with a strong engineering background, specializing in machine learning, causal inference, and scalable data solutions.

Data Scientist - Glovo

March 2024 - Present

Designing targeted lunch promotion system with projected significant revenue impact
Leading causal inference analysis for EU policy evaluation
Developing promotion algorithms for rapid delivery service

Data Scientist - SocialPoint

January 2023 - March 2024

Increased ARPU by 5% through advanced matchmaking system
Implemented genetic algorithms for game optimization
Built robust ETL processes for business metrics

View full experience

Skills & Expertise

Machine Learning

PyTorch & TensorFlow: Deep Learning Models
Scikit-learn: Classical ML Algorithms
Hugging Face: NLP Transformers
OpenCV & PIL: Computer Vision
XGBoost & LightGBM: Gradient Boosting

Data Science

Pandas & NumPy: Data Processing
Statsmodels: Statistical Analysis
DoWhy & EconML: Causal Inference
Prophet & ARIMA: Time Series
Plotly & Seaborn: Visualization

Engineering

MLflow & DVC: ML Pipelines
PostgreSQL & MongoDB: Databases
PySpark: Big Data Processing
AWS & GCP: Cloud Services
Docker & GitHub Actions: CI/CD

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.