Case studies

Work

Selected engagements across AI transformation, software engineering and product development. Every case is structured the same way: the operating constraint, the intervention, the evidence.

Non-profit / AI for good

Stop the Traffik: proactive AI disruption platform

Led an AWS GenAI charity hackathon team that turned Stop the Traffik into a proactive disruption platform — cutting intelligence-to-action time from 60 days to 72 hours. 1st place, Smart Cities Hackathon, Leeds.

Amazon Bedrock
SageMaker
Neptune
Python

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Enterprise SaaS

Unified AI customer service strategy

A multi-modal GenAI platform strategy unifying voice, chat, email, video and social into one AI brain — projecting 70–80% automation and 85%+ cost reduction for enterprise contact centres.

GenAI
LLM orchestration
Voice AI
Python
AWS

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