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Alessio Ricco

Alessio Ricco

Head of Engineering (Data & AI)

London, UK
+447450983748
English, Italian

Background


About

About

Senior engineering leader with over 25 years’ experience building and scaling high-performing engineering teams and delivering production-grade data, AI/ML, and platform systems in complex, high-scale environments. Proven record of translating technical strategy into predictable delivery, improving performance and cost efficiency, and operating effectively within governance-heavy organisations. Leads with clarity and pragmatism, remaining selectively hands-on to unblock teams, set technical standards, and maintain a high execution bar.

Work Experience

Work Experience

  • Engineering Manager, Data & AI, Sainsbury's

    Jul, 2024 - Present

    Engineering leadership role within a national-scale UK retailer serving approximately 20 million customers weekly.

    • Led multiple engineering teams responsible for personalised offers, recommendations, and customer decisioning platforms operating at national scale.

    • Accountable for delivery outcomes, operational stability, and team effectiveness across large-scale data and ML platforms.

    • Worked closely with Product, Data Science, and Platform teams to translate strategic objectives into clear, deliverable roadmaps.

    • Co-led the formation of a new engineering tribe, contributing to capacity planning, capability assessment, and budget alignment.

    • Defined technical direction balancing scalability, resilience, cost control, and delivery predictability within a governance-heavy environment.

    • Built and developed distributed teams through hiring, calibration, and progression, supporting squads totalling 20+ engineers.

  • Founder & CTO, TechSignals

    Aug, 2023 - Jun, 20251 year 10 months

    Bootstrapped financial intelligence venture delivering production-grade analytics platforms.

    • Built and operated a production-grade financial intelligence platform from concept to real-world adoption.

    • Applied large language models and computer vision pragmatically to improve data quality and analytical workflows.

    • Led a small senior engineering team with a strong emphasis on delivery discipline under tight commercial constraints.

    • Delivered APIs and integrations adopted by global partners, reaching tens of millions of end users.

  • CTO — Data & AI Strategy, Dashy Dash

    Sep, 2021 - Dec, 20232 years 3 months

    Executive engineering leadership role during early growth, establishing data and ML foundations for scale.

    • Designed and delivered data normalisation, enrichment, and ML pipelines improving throughput, reliability, and decision quality.

    • Introduced LLMs into production pipelines selectively to improve data quality and accelerate delivery.

    • Built and led a globally distributed engineering organisation with async-first operating standards.

    • Delivered measurable platform improvements including approximately 70% latency reduction and 30% infrastructure cost savings.

  • Senior Technical Lead (Mobile & Data), AND Digital

    Jan, 2019 - Sep, 20212 years 8 months

    Senior technical leadership role embedded within client teams across mobile and data initiatives.

    • Owned technical direction, delivery standards, and team effectiveness in complex, governance-heavy enterprise environments.

    • Worked with tier-1 organisations to define operating models and delivery alignment.

    • Resolved systemic performance and scalability issues through architectural intervention rather than additional process.

  • Head of Mobile Technology, Fourth

    Jan, 2017 - Dec, 20181 year 11 months

    Leadership role for mobile engineering within a hospitality SaaS platform.

    • Led mobile engineering across five squads spanning onshore and offshore teams.

    • Improved delivery reliability, product quality, and user retention through platform modernisation and clearer technical standards.

  • Senior Mobile Software EngineerCarma

    Jan, 2015 - Dec, 20161 year 11 months

    Senior individual contributor role focused on scalable mobile platform delivery.

    • Delivered and scaled mobile applications prior to transitioning into full-time engineering leadership.

  • Independent Consultant & Technical Trainer

    Jan, 2012 - Dec, 20142 years 11 months

    Independent consulting and training work across mobile platforms, UX, and software engineering.

    • Delivered contract-based mobile and UX work for client teams during a transitional period between leadership roles.

    • Designed and delivered professional training programmes in JavaScript, C#, and Java for developers and technical teams.

    • Combined hands-on delivery with teaching and mentoring, reinforcing strong foundations in software architecture and engineering practice.

  • Chief Technology Officer, DOL

    Jan, 2005 - Dec, 20116 years 11 months

    CTO role for high-visibility national-scale platforms operating under strict reliability requirements.

    • Led development and operation of systems with high availability and low tolerance for failure.

    • Worked directly with senior political stakeholders, including former prime ministers, on systems operating under public scrutiny.

  • Software Engineer

    Jan, 1997 - Dec, 20047 years 11 months

    Early career across software engineering, systems, and platforms.

    • Worked on business intelligence systems, enterprise platforms, and large-scale web applications.

    • Experience included commercial videogame development and teaching TCP/IP and network architecture, building strong systems-level foundations.

Skills

Skills

  • Engineering Leadership

    Engineering Leadership

    Team Scaling

    Delivery Accountability

    Technical Strategy

    Stakeholder Management

    Budget Awareness

  • Data & AI Platforms

    Data Engineering

    AI/ML Systems

    Large Language Models

    Decisioning Systems

    Personalisation Platforms

    Streaming Data Pipelines

  • Technology

    Python

    SQL

    Distributed Systems

    Data Platforms

    Streaming & Event-Driven Architectures

    Cloud Platforms (AWS, Azure)

    Microservices & APIs

    System Architecture & Design

Volunteer Work

Volunteer Work

  • Mentoring early-stage founders on technology and delivery., AI Forge

    Jan, 2023 - Present

  • Design Thinking Facilitator, Design Jam Rome

    Jan, 2010 - Jan, 2015