A considered approach
Start with people
Begin with the person, the task, and what would make a real difference.
Keep scrolling ↓
01 / Selected projects
Small, considered tools.
Built to make a little difference.
A travel planning agent that turns a loose trip brief into a researched itinerary, grouped hotel options, and map context.
AI travel planner — live at atlas.viggy.dev. Describe a trip in plain English and it streams back a researched itinerary, neighbourhood-grouped hotels with prefilled Booking links, and a clickable map. Allowlist-gated for friends and family.
Next.js · FastAPI · Supabase · OpenRouter · Google Maps
A personal utility app exploring what on-device categorisation can make easier in daily life.
iOS 26 grocery app with multi-list sync, fuzzy search, and on-device LLM categorisation that recognises items in English, Tamil, and Hindi (e.g. vendakkai, bhindi, toor dal). Built in Liquid Glass.
SwiftUI · SwiftData · Foundation Models · Firebase
A privacy-preserving Screen Time utility for calmer phone habits: choose distracting apps, zap them into strict or reflective pause modes, and review the moments you tried to break through.
Screen Time-based iOS app for building strict blocking and pause-and-reflect modes, with manual starts, quick timers, recurring schedules, hidden recovery controls, and attempt logging through custom shield extensions.
SwiftUI · FamilyControls · ManagedSettings · DeviceActivity · XcodeGen
02 / The person behind the work
Somewhere between the technical possibility and the human need. That’s where I like to work.
Innovation consultant with 2+ years in a Big 4 Early-Stage Innovation team, specialising in AI/GenAI propositions within Tax & Legal. I assess customer needs, design and launch PoCs, conduct market research, and evaluate commercial potential through evidence-based qualitative and quantitative analysis.
Skilled in design thinking, test-and-learn methodologies, and managing external partnerships to deliver impact. I bridge the gap between technical possibility and business value.
AI & GenAIRapid prototyping, agentic workflows, RAG, ML, deep learning.
InnovationDesign thinking, sprints, test-and-learn, PoC delivery, service design.
Commercial & analyticalMarket sizing, ROI modeling, risk management, user research.
TechnicalPython (NLP/sentiment), Java, SQL, MATLAB, TensorFlow, Pandas.
03 / Along the way
Different contexts.
The same curiosity.
Delivering innovation and AI strategy projects for clients across private and public sector. Building agentic solutions and scaling AI adoption from PoC to production.
Clearer roadmaps from proof-of-concept into production-ready operating change.
Led internal innovation projects in Tax services, driving GenAI/AI adoption. Promoted from Analyst to Consultant for strong PoC delivery.
Supported £16.5m+ in value and pipeline, including AI-driven Legal solutions and Contracts portfolio growth.
Directing community outreach and fundraising for a Milton Keynes charity supporting diverse communities.
Helped increase contributions by 40% while keeping the work grounded in community needs.
Led a team of three in NLP-based sentiment analysis of climate change attitudes alongside academic researchers.
Delivered a top department score of 83% with a clear research workflow for the team.
A way of working
Anchor the work in the job-to-be-done, stakeholder pressure, and the moments where AI would actually change behaviour.
Build the smallest credible proof around the uncertain part: workflow fit, data quality, model reliability, or service adoption.
Use evidence from users, market sizing, ROI logic, and delivery constraints to decide what deserves more investment.
Turn the proof into operating change: governance, handover, adoption planning, and the unglamorous details that make it stick.
Writing on AI strategy, innovation delivery, and the strange middle where ideas become adopted products.
The other thing I build. Each one is a full itinerary — days, walks, drive times, lunches that are actually open — written up as its own page you can read on the plane.
A conversation is a good start
An idea to explore, a problem to untangle, or just a hello. I’d love to hear it.
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