AI PRODUCT
Instant Deck
Evidence-led investor deck generation from company narratives and PDFs, combining research, memo synthesis, narrative planning and Svelte-based rendering.
View case study →SELECTED WORK
Real projects.
Real technical depth.
These case studies document work I have designed and built across AI product engineering, SaaS platforms, semantic search, web migration, SEO architecture and production deployment.
EVIDENCE INTELLIGENCE + AI SEARCH
MailTrace Legal
Full-stack evidence intelligence platform combining Microsoft Graph ingestion, FastAPI, PostgreSQL, pgvector, deterministic analysis, structured LLM pipelines, Stripe billing and async reporting.
View case study →WEB + SEO MIGRATION
Natural Beauty Clinic
Large WordPress migration into a deterministic SvelteKit architecture with preserved routes, local content records, SEO controls and Railway deployment safeguards.
View case study →AI CRM + VENTURE WORKFLOW
Founder CRM
Founder relationship intelligence platform combining people, companies, opportunities, venture goals, warm paths, scoring, follow-ups and AI-generated briefs.
View case study →AI + CASE INTELLIGENCE
CareConnect
AI-assisted case-support prototype using Gemini structured outputs to map relevant rights and turn communications into reviewable factual timelines.
View case study →AI AGENTS + DEV WORKFLOWS
Open Tools
Open-source AI developer workflow pack with reusable agents, commands, skills, persistent task memory, release checks, architecture-drift prevention and bounded automation.
View case study →AI PLATFORM + PRODUCT ARCHITECTURE
DDDecks.ai
Full-stack AI deck platform architecture with SvelteKit, FastAPI, PostgreSQL, pgvector, LangChain/LangGraph, observability, security controls and production hardening.
View case study →DATA VISUALIZATION · TABLEAU
Airbnb London Engagement Dashboard
Interactive marketing analytics dashboard using Python cleaning, Tableau mapping, seasonal analysis and K-means host segmentation across 97,224 London Airbnb records.
View case study →MACHINE LEARNING · A-GRADE DISSERTATION
School Wellbeing & Safeguarding Analytics
A-grade MSc dissertation combining synthetic longitudinal data, WHO-5 wellbeing analytics, DBSCAN, SVM, R Shiny and human-in-the-loop safeguarding dashboard design.
View case study →HPC · PARALLEL ML SYSTEMS
Parallel ML & HPC Pipelines
Scientific and AI/ML workflow engineering across Python, Linux, Slurm, ARCHER HPC, batch processing, reproducible pipelines and distributed-ready data architectures.
View case study →MACHINE LEARNING · RAY · HPCI
Distributed Churn Prediction
Customer churn modelling with Decision Trees, Random Forests and Neural Networks, compared across single-machine R and Ray-based task-parallel execution.
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