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AI automation and machine learning engineer with experience deploying end-to-end systems in production, from data pipelines to monitored, real-time recommendations and alerting. Has built live commerce automation platforms used for pricing, restocking, and anomaly detection. MSc in Artificial Intelligence with a Swiss C permit. Works comfortably across the full ML/automation lifecycle—ETL, ML modeling, productionizing, and continuous monitoring—while delivering practical business impact in e-commerce and enterprise environments.…AI automation and machine learning engineer with experience deploying end-to-end systems in production, from data pipelines to monitored, real-time recommendations and alerting. Has built live commerce automation platforms used for pricing, restocking, and anomaly detection. MSc in Artificial Intelligence with a Swiss C permit. Works comfortably across the full ML/automation lifecycle—ETL, ML modeling, productionizing, and continuous monitoring—while delivering practical business impact in e-commerce and enterprise environments.

Federico Dignazio

AI Engineer, Data Engineer, Data Scientist, +1

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AI automation and machine learning engineer with experience deploying end-to-end systems in production, from data pipelines to monitored, real-time recommendations and alerting. Has built live commerce automation platforms used for pricing, restocking, and anomaly detection. MSc in Artificial Intelligence with a Swiss C permit. Works comfortably across the full ML/automation lifecycle—ETL, ML modeling, productionizing, and continuous monitoring—while delivering practical business impact in e-commerce and enterprise environments.…AI automation and machine learning engineer with experience deploying end-to-end systems in production, from data pipelines to monitored, real-time recommendations and alerting. Has built live commerce automation platforms used for pricing, restocking, and anomaly detection. MSc in Artificial Intelligence with a Swiss C permit. Works comfortably across the full ML/automation lifecycle—ETL, ML modeling, productionizing, and continuous monitoring—while delivering practical business impact in e-commerce and enterprise environments.

Available to hire

AI automation and machine learning engineer with experience deploying end-to-end systems in production, from data pipelines to monitored, real-time recommendations and alerting. Has built live commerce automation platforms used for pricing, restocking, and anomaly detection.

MSc in Artificial Intelligence with a Swiss C permit. Works comfortably across the full ML/automation lifecycle—ETL, ML modeling, productionizing, and continuous monitoring—while delivering practical business impact in e-commerce and enterprise environments.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Intermediate

Language

English

Fluent

Italian

Fluent

German

Intermediate

Work Experience

AI & Automation Engineer at Napolicaf-fe.ch (Firmy SA)

November 1, 2025 - Present

Designed and built an end-to-end AI automation platform (Python) to automate restocking, customer support, dynamic pricing, and supply-side cost anomaly detection—replacing manual workflows. Owns the data pipelines and integrations powering live e-commerce P&L, including the full path from ingestion to deployment and monitoring.

Data & Automation Lead (eCommerce) at Napolicaf-fe.ch (Firmy SA)

September 1, 2022 - October 1, 2025

Built an e-commerce platform and automation from scratch to achieve CHF 500K+ revenue. Automated pricing updates and supply, integrating Shopify, analytics, and ML models into a unified pipeline.

Data Scientist / ML Engineer at Procter & Gamble

September 1, 2020 - August 1, 2022

Built and deployed a real-time ML recommendation/alerting system on Amazon sales data (5 brands, 6 countries). Automated finance/audit ETL plus web scraping, saving ~4000 work hours/year. Product owner for an AI team.

AI Solutions Lead & Developer at G F Machining Solutions

September 1, 2019 - August 1, 2020

Built and deployed an ML lead-scoring tool across 3 countries with improved performance vs. the incumbent solution. Implemented an NLP/sentiment workflow; led an internal AI hackathon and led AI projects under VP/C-SO sponsorship.

AI Engineer (Research) at IDSI A

June 1, 2017 - August 1, 2019

Designed a RESTful on-device image recognition system (Android app + web service + CNN compute server). Built a 3D drone-trajectory visualization tool (ROS + Qt, Python).