I am an AI Engineer with experience in time series forecasting, LLM-powered applications, and scalable ML pipelines. I am skilled in Python, PyTorch, Hugging Face, Docker, GitLab CI/CD, and MLflow, with hands-on work in RAG, NLP, and predictive analytics. I am passionate about bringing research prototypes into production and applying MLOps best practices to deliver business impact. In my work, I enjoy turning research ideas into reliable, production-ready solutions and collaborating across data science, software engineering, and product teams.

Martina Melero Cavallo

I am an AI Engineer with experience in time series forecasting, LLM-powered applications, and scalable ML pipelines. I am skilled in Python, PyTorch, Hugging Face, Docker, GitLab CI/CD, and MLflow, with hands-on work in RAG, NLP, and predictive analytics. I am passionate about bringing research prototypes into production and applying MLOps best practices to deliver business impact. In my work, I enjoy turning research ideas into reliable, production-ready solutions and collaborating across data science, software engineering, and product teams.

Available to hire

I am an AI Engineer with experience in time series forecasting, LLM-powered applications, and scalable ML pipelines. I am skilled in Python, PyTorch, Hugging Face, Docker, GitLab CI/CD, and MLflow, with hands-on work in RAG, NLP, and predictive analytics. I am passionate about bringing research prototypes into production and applying MLOps best practices to deliver business impact.

In my work, I enjoy turning research ideas into reliable, production-ready solutions and collaborating across data science, software engineering, and product teams.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
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Language

English
Fluent
Italian
Fluent
Spanish; Castilian
Fluent
French
Intermediate

Work Experience

Data Science Internship at Spectral Energy
January 1, 2025 - Present
Developed scalable multivariate time series forecasting models for energy demand in complex industrial settings, implementing robust ML pipelines with GitLab CI/CD and MLflow for reproducibility, experiment tracking, and performance monitoring, and deploying solutions into production. Engineered advanced preprocessing and feature engineering workflows, designed custom evaluation metrics, and built interactive dashboards.
Data Science Internship at Spectral Energy
January 1, 2025 - Present
Developed scalable multivariate time series forecasting models for energy demand in complex industrial settings, implementing robust ML pipelines with GitLab CI/CD and MLflow for reproducibility, experiment tracking, and performance monitoring, and deploying solutions into production. Engineered advanced preprocessing and feature engineering workflows, designed custom evaluation metrics, and built interactive dashboards.

Education

M.Sc. in Computer Science – Artificial Intelligence at University of Pisa, Pisa, Italy
January 1, 2021 - January 1, 2024
B.Sc. in Computer Science at University of Bari Aldo Moro, Bari, Italy
January 1, 2018 - January 1, 2021
M.Sc. in Computer Science – Artificial Intelligence at University of Pisa
January 1, 2021 - January 1, 2024
B.Sc. in Computer Science at University of Bari Aldo Moro
January 1, 2018 - January 1, 2021
M.Sc. in Computer Science – Artificial Intelligence at University of Pisa
January 1, 2021 - January 1, 2024
B.Sc. in Computer Science at University of Bari Aldo Moro
January 1, 2018 - January 1, 2021

Qualifications

Cambridge English Language Assessment B2 First - Grade A
January 1, 2014 - August 28, 2025
AWS Certified AI Practitioner
January 1, 2025 - August 28, 2025
AWS Certified Machine Learning Engineer
January 11, 2030 - August 28, 2025
Cambridge English Language Assessment B2 First - Grade A
January 1, 2014 - October 6, 2025
AWS Certified AI Practitioner
January 1, 2025 - October 6, 2025
AWS Certified Machine Learning Engineer
January 1, 2025 - October 6, 2025
AWS Certified AI Practitioner
January 1, 2025 - October 6, 2025
AWS Certified Machine Learning Engineer
January 1, 2025 - October 6, 2025

Industry Experience

Software & Internet, Education, Energy & Utilities, Manufacturing, Media & Entertainment, Professional Services, Computers & Electronics