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Project Portfolio

Selected AI and engineering projects delivered for enterprise clients.

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RAG / LLM Global Law Firm · 2025

LegalAI Document Intelligence

Built a RAG system over 2M+ legal documents, enabling junior associates to surface relevant case law in under 5 seconds.

check_circle 80% faster document review
check_circle £2.4M annual savings
check_circle Deployed across 4 offices
security
ML / Custom LLM FinTech Unicorn · 2024

Real-Time Fraud Detection Engine

Fine-tuned a custom LLM on proprietary transaction data for anomaly detection with sub-50ms inference latency.

check_circle $4.2M fraud prevented Q1
check_circle <50ms detection latency
check_circle 99.2% uptime SLA
cloud
Infrastructure / Cloud Fortune 500 Retailer · 2024

Enterprise Cloud Cost Optimisation

Full cloud architecture audit and migration from monolith to microservices, delivering 60% cost reduction.

check_circle $500K+ annual savings
check_circle 6-month delivery
check_circle 40% latency improvement
medical_services
NLP / On-Premise NHS-adjacent HealthTech · 2025

Clinical NLP Data Pipeline

GDPR-compliant on-premise NLP pipeline extracting structured data from unstructured clinical notes at scale.

check_circle 3x processing speed
check_circle 12 NHS Trusts deployed
check_circle 100% GDPR compliant
storefront
ML / Personalisation D2C E-Commerce · 2025

AI Product Recommendation Engine

Hybrid collaborative filtering + LLM recommendation system personalising product suggestions for 2.4M+ SKUs.

check_circle 22% AOV increase
check_circle 18% conversion uplift
check_circle 2.4M products indexed
business_center
Strategy / Advisory PE-Backed Conglomerate · 2025

Executive AI Transformation Programme

3-year AI strategy roadmap and leadership upskilling programme across 8 business units of a private equity portfolio company.

check_circle 8 business units aligned
check_circle 3-year roadmap approved
check_circle 2x projected ROI

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