About Me
AI Transformation & Value Realisation Leader with 15+ years driving enterprise AI initiatives. Co-created a Value Realisation Framework and tracking platform providing governance and visibility across 100+ projects (~239…
AI Transformation & Value Realisation Leader with 15+ years driving enterprise AI initiatives. Co-created a Value Realisation Framework and tracking platform providing governance and visibility across 100+ projects (~239 MSEK) while leading cross-functional teams across 5 Market Areas. Previously prioritised 20+ high-impact use cases, rationalised portfolios by stopping low-value initiatives and reallocating resources to higher-ROI projects, and scaled ML forecasting and inventory optimisation solutions that generated 70 MSEK realised savings and up to 350 MSEK projected impact. Recognised as a Key Contributor and awarded the Ericsson Digital Practitioner badge for excellence in digital transformation delivery.
Experience
Change Lead – Enterprise Value Realisation
<p>Drove enterprise-wide value realisation transformation by aligning strategic OKRs with measurable financial outcomes and designing a centralised value tracking platform.</p><p> Led a cross-functional core team of 8–10 professionals while orchestrating value realisation efforts across 5 Market Areas through governance forums, training, and stakeholder alignment.</p><p> Recognised as a Key Contributor and selected for Ericsson’s 2024 Long-Term Variable (LTV) Key Contributor Plan in recognition of outstanding performance in AI value realisation and enterprise transformation.</p>
Data & Applied Scientist – Bing Ads
<p>Designed and deployed large-scale NLP and topic modelling systems (NMF, SBERT, clustering) for Bing Ads, significantly improving search intent understanding and ad relevance across billions of queries.</p><p> Conducted pioneering research on Transformer-based models and produced architectural reviews that guided senior data scientists and accelerated adoption of state-of-the-art NLP techniques.</p>
Analytics Consultant
<p>Delivered end-to-end ML solutions including propensity, cross-sell, and real-time fraud/anomaly detection in highly regulated banking environments.</p>
Analytics Consultant
<p>Developed machine learning models (classification, clustering, and time-series) to deliver customer behaviour insights and forecasting for automobile and commodities sectors.</p>
Analytics Consultant
<p>Built machine learning models, customer segmentation, and time-series models for customer behaviour insights and forecasting.</p><p> Optimised data pipelines, improving efficiency.</p>