London Stock Exchange Group: £5M AI Programme Transformation
Led a £5M AI programme implementing GenAI solutions across data analytics division, achieving 18-20% productivity improvement.
May 2023 - February 2024
25 members (US, UK, India, France, Romania, Thailand)
£5M
Completed
The Challenge
The London Stock Exchange Group's Data Analytics division needed to modernize their development processes and leverage cutting-edge AI technologies to maintain competitive advantage in financial data services. The organization faced challenges with: • Manual, time-consuming development workflows across geographically distributed teams • Need for standardized AI/ML implementation across multiple product lines • Requirements to improve developer productivity while maintaining quality standards • Complex coordination across teams in 6 different countries and time zones
The Solution
As Program Manager, I led the creation and implementation of a comprehensive technical roadmap that transformed LSEG's approach to AI and development: **AI Integration Strategy:** • Implemented Generative AI tools using multiple LLMs (OpenAI, DeepSeek, Gemma 2, LLaMa) • Developed RAG (Retrieval Augmented Generation) systems for knowledge management • Created AI agents using Crew AI for automated workflow optimization • Built custom VS Code extensions and Excel add-ins for developer productivity **Programme Management:** • Managed geographically distributed team across 6 countries • Implemented Lean/Agile methodologies for rapid delivery • Established governance frameworks for AI implementation • Created technical roadmap aligned with business objectives **Technology Implementation:** • Python-based ML pipelines with Conda environment management • Integration with Hugging Face models and custom fine-tuning • Copilot and ChatGPT integration for enhanced developer workflows • Comprehensive monitoring and analytics dashboards
Results & Impact
Improvement in development productivity through AI automation
Programme value delivered across multiple initiatives
Team members coordinated across 6 countries
AI/LLM models successfully integrated and deployed
Technologies & Methodologies
The AI programme transformation has fundamentally changed how our teams work, delivering measurable productivity gains while positioning us at the forefront of AI adoption in financial services.
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