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I'm Adam Cleaver, an AI Systems Engineer with a background in industrial process engineering and production software engineering. I design and deliver automated, data-driven systems, including data pipelines and AI-enabled automation. I build reliable production-grade platforms for deploying high-impact machine learning models, governed workflows, and scalable data processing. I bring a strong process mindset rooted in production engineering and Six Sigma, and I enjoy turning complex real-world problems into standardised, maintainable, measurable systems.…I'm Adam Cleaver, an AI Systems Engineer with a background in industrial process engineering and production software engineering. I design and deliver automated, data-driven systems, including data pipelines and AI-enabled automation. I build reliable production-grade platforms for deploying high-impact machine learning models, governed workflows, and scalable data processing. I bring a strong process mindset rooted in production engineering and Six Sigma, and I enjoy turning complex real-world problems into standardised, maintainable, measurable systems.

Adam Cleaver

AI Engineer, Data Scientist, Data Analyst, +2

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I'm Adam Cleaver, an AI Systems Engineer with a background in industrial process engineering and production software engineering. I design and deliver automated, data-driven systems, including data pipelines and AI-enabled automation. I build reliable production-grade platforms for deploying high-impact machine learning models, governed workflows, and scalable data processing. I bring a strong process mindset rooted in production engineering and Six Sigma, and I enjoy turning complex real-world problems into standardised, maintainable, measurable systems.…I'm Adam Cleaver, an AI Systems Engineer with a background in industrial process engineering and production software engineering. I design and deliver automated, data-driven systems, including data pipelines and AI-enabled automation. I build reliable production-grade platforms for deploying high-impact machine learning models, governed workflows, and scalable data processing. I bring a strong process mindset rooted in production engineering and Six Sigma, and I enjoy turning complex real-world problems into standardised, maintainable, measurable systems.

Available to hire

I’m Adam Cleaver, an AI Systems Engineer with a background in industrial process engineering and production software engineering. I design and deliver automated, data-driven systems, including data pipelines and AI-enabled automation.

I build reliable production-grade platforms for deploying high-impact machine learning models, governed workflows, and scalable data processing. I bring a strong process mindset rooted in production engineering and Six Sigma, and I enjoy turning complex real-world problems into standardised, maintainable, measurable systems.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Language

English

Fluent

Work Experience

Data Operations Manager at Sparrow Networks GmbH

June 1, 2024 - November 1, 2025

Bridge between the Customer Success team and the Development teams, delivering bespoke solutions that could be distributed as part of Sparrow's product. Built a Python distribution for CS tools, reducing ELT/ETL operations to a 2-minute, single-click workflow, optimized for 500k+ datasets and 5x faster than Pandas. Automated AI API calls in batches with async workflows and laid the foundation for future projects. Implemented GitHub CI/CD and version control. Delivered a bespoke classification pipeline achieving 88% accuracy on 600k records, significantly reducing manual resource needs. Also contributed to Master Database Optimisation and Master Data Standardisation initiatives.

Influencer Marketing Manager at YAGER Interactive GmbH

February 1, 2021 - June 1, 2023

Led data analytics to drive performance strategy for The Cycle: Frontier, contributing to 15.8M watch hours during launch week. Managed Twitch drops programs and technical integrations (REST/Webhooks) with MongoDB, Postman, Azure, and Perforce, bridging marketing goals with engineering execution.

Sole Trader - Twitch.tv/ScratAcademy at Self-employed

January 1, 2018 - December 31, 2020

Founded and grew a D&D livestream channel targeting new players, achieving 10% month-over-month growth in viewership with 48-60 hours of weekly content; featured on the official D&D Channel and raised over $20k for charity in 2020.

Production Engineer at Braintree Precision Components

January 1, 2016 - December 31, 2018

Installed a SQL-based data management system to improve OEE tracking by 40% and developed a basic Factory OS to reduce downtime by 25%, with combined projects yielding ~50% profit through increased uptime.

Manufacturing Systems Engineer at Delphi Diesel Systems

January 1, 2014 - December 31, 2016

Learned SQL to mine machine records at a 5000 SQL records/hour rate. Redesign of gauge control program reduced cycle time by 30s (77s to 47s), generating profitable improvements. Designed a stock-tracking app that reduced backlogged inventory by £200k and increased OEE by 30% by dynamically matching parts.

Sole Trader at Twitch.tv / ScratAcademy

January 1, 2018 - December 31, 2020

Founded and ran a fast-growing D&D channel (2018-2020), livestreaming 48-60 hours weekly; grew viewership by ~10% MoM and secured a spot on the official D&D Channel; raised over $20k for charity in 2020.