Artificial Intelligence & Machine Learning ////
LLM Data Pipelines
I have designed and built sophisticated data pipelines with integrated large language models, ensuring efficient data processing and delivery. By structuring complex datasets with precision, I enable efficient model training and deployment. My approach emphasises scalability and adaptability, streamlining workflows to deliver high-quality outputs that meet diverse operational needs in dynamic environments.
AI-Driven Workflow Integration
I spearhead AI workflow integrations, leveraging platforms like Palantir’s Foundry to transform operations. By deploying advanced integrated LLMs, I unify disparate processes, accelerating data-driven outcomes. My expertise in embedding AI into existing systems drives innovation, delivering solutions that enhance decision-making and operational agility without disrupting established workflows.
Model-Routing & LLM Judge
I have designed intelligent model-routing systems that dynamically select optimal LLMs for specific tasks. Integrating performance-driven algorithms, I balance latency and accuracy to enhance efficiency. My focus on adaptive optimisation ensures robust, scalable AI solutions, enabling seamless integration across platforms while maximising computational resources and output reliability.
PRODUCT ////
Product Strategy & Roadmapping
I craft strategic product roadmaps that prioritise user value and scalability, aligning innovation with market demands. Engaging directly with end users, I work to deeply understand their workflows, processes, and challenges. Staying atop new technologies with a fundamentalist approach, I design iterative roadmaps to streamline deployments, delivering rapid value to customers through always-evolving solutions.
Design & User Experience
I champion user-centric design, blending functionality with aesthetics, honed by pixel-perfect attention to detail learned during my time with Apple. Guided by the founding principle that “all input is error,” I aim to simplify products, automate processes, and focus on problem-solving with pride. Crafting intuitive interfaces for enterprise platforms and metadata tools, I deliver experiences that users and stakeholders trust and value.
Delivery & Iteration
I drive agile product delivery, thriving on accountability and rapid iteration within strategic roadmaps. With a preference for small, independent cross-functional teams, I ensure first-person testing and master every development stage. My focus on streamlined workflows optimises content and platform delivery through iterative feedback, consistently meeting user needs with precision and reliability.
Product Leadership & Management
I lead product teams through every phase—understanding needs, planning, creating, building, and delivering delightful and profitable solutions. Scaling teams and unifying vision through acquisitions, I balance detail and abstraction. Aligning cross-functional groups, I streamline development while tracking commercials for profitability. My process empowers innovation, reporting outcomes that advance industry standards and drive lasting impact.
Industry Product Feedback & Advisory
I provide expert product feedback and advisory services, shaping solutions for industry leaders. Through formal programs, I’ve delivered detailed insights for Apple, Whoop, and Palantir to refine wearables, platforms, and data tools. I consult for firms on media acquisition due diligence and advise multiple law firms on emerging technology and media licensing implications.
Technical Oversight ////
System Architecture
I map chaotic supply chains for global studios, documenting tangled “as-is” realities and charting clean, future-state designs. With a knack for unraveling disorder, I craft scalable architectures grounded in solution best practices—modular, resilient, and user-focused. My plans bridge today’s mess to tomorrow’s clarity, ensuring systems evolve without breaking.
Process Streamlining
I dive into sprawling technical estates, decoding their knots to forge efficient pipelines. By rethinking workflows with rigour, I rebuild lean systems that purr. Guided by best practices—automation, transparency, and scalability—I turn complexity into clarity, freeing teams to deliver fast while keeping quality airtight across every integration.
TechNICAL Vision
I shape forward-looking strategies, spotting trends to drive product evolution. Crafting GameFrame’s AI platform, I laid a scalable tech foundation for grassroots sports. From sizing up acquisitions to navigating media licensing, I blend foresight with pragmatism, steering firms to seize emerging tech and redefine their place in dynamic markets.
Data Transformation ////
Lift, Clean & Load
I orchestrate data extraction and cleansing, turning raw datasets into structured assets. By meticulously identifying inconsistencies, I work to ensure seamless loading into target systems. My hands-on approach prioritises data integrity, enabling smooth transitions from legacy sources to modern platforms, ready for advanced processing and actionable insights.
Data Transformations
I reshape complex datasets to align with operational goals and outcomes, crafting tailored schemas and frameworks for diverse use cases. Applying precise logic, I transform raw inputs into meaningful formats, enhancing usability. My focus on flexibility ensures data evolves with needs, powering systems with clarity and precision across varied applications.
Multi-Library Match & Normalise
I unify disparate data libraries, matching and normalizing records with rigor. By reconciling formats and resolving conflicts, I create cohesive datasets that integrate seamlessly. My methodical process leverages best practices to ensure consistency, enabling reliable analysis and interoperability across platforms for streamlined operations.
Error & Exception Identification & Resolution
I pinpoint and resolve data errors with surgical accuracy, tackling exceptions head-on. Designing robust detection systems, I mitigate inconsistencies before they disrupt workflows. My proactive approach ensures clean, dependable datasets, maintaining system trust and performance while minimising manual intervention and operational risk.
CREATIVE ARTS ////
Design & Artwork
I have developed high-end visuals for clients including Apple, Aston Martin and Samsung, focusing on layout, colour, and typography to convey messages effectively. My multi-year tenure at Apple refined my skills in creating high-quality designs, adapted for global audiences. This experience built my understanding of visual communication’s role in media, informing my approach to creative projects across the industry.
Production
I managed video shoots, overseeing crews, equipment, and schedules to deliver content. Projects for BBC, Sky, Formula 1 and Red Bull included sports broadcasts and scripted series, requiring coordination and problem-solving. This work established my knowledge of production processes, from planning to execution, within the broader media landscape.
Post-Production
I have edited video content at the highest levels, from digital formats and broadcast through to cinema-ready DCP masters. Projects for UPS, Lionsgate, Revolver, BAFTA, Nike and more involved cutting promos, documentaries, and features to meet a variety of editorial and technical specifications. These roles deepened my expertise in refining footage, ensuring technical accuracy and narrative flow for diverse media platforms. Through my work in post-production I achieved “Certified Pro” Status from Apple with Final Cut Pro and YouTube: Certified status with Google.
Events
I have led production for a wide variety of live events, managing capture and delivery of time-sensitive content. Work for European Football Championships, BAFTA, Red Bull, Laureus and Olympic broadcasts required precise team coordination under strict deadlines. These projects expanded my skills in real-time media operations, contributing to my comprehensive view of content delivery systems.
Sports Media
I produced content and negotiated rights for sports properties, including Formula 1, Champions League, and EuroLeague, for clients like ESPN and Sky. Responsibilities spanned rights acquisition, event filming & post-production, and deal-making to meet broadcast needs. This experience strengthened my grasp of sports media’s unique demands within the global entertainment industry.
