Selected Work

Client delivery and engineering case studies across automation, data, knowledge systems and applied AI.

AllClient workAutomationAI & knowledgeData & analyticsR&D

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Client work

Afterframe

Multi-model AI generation for creative and content operations

The client needed to use multiple image and video generation models without juggling separate tools, API keys, and inconsistent prompt workflows across ad hoc scripts and prototypes.

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Client work

Omnific Teach

Course-grounded learning and knowledge platform

Learners and staff needed a scalable way to find answers grounded in approved course material, without repeating the same support questions across PDFs, slide decks and intranet pages.

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Engineering case studyAutomation case study

Opportunity Intelligence Engine

Automating fragmented opportunity discovery into a traceable, scored data pipeline.

Procurement, freelance and supplier opportunities are scattered across feeds and websites. Manual monitoring produces stale spreadsheets, missed deadlines and duplicated rows with no audit trail.

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Engineering case studyData & reporting

PMO Portfolio Intelligence

Portfolio reporting and programme visibility for multi-project organisations

Programme teams often track projects across spreadsheets, slide decks, and separate reporting tools. Executives cannot see portfolio health in one place, and PMO staff spend days consolidating status, risks, and resource data before leadership reviews.

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Engineering case studyRAG / AI engineeringIn development

KnowledgeOps RAG Platform

Internal knowledge operations platform with document ingestion, retrieval pipelines and governed assistant access. Case study publishing once delivery is complete.

Engineering case studyn8n / business automationIn development

LocalFlow

n8n-based business automation workspace for connecting operational tools, scheduled workflows and auditable handoffs. Case study publishing once delivery is complete.

More engineering work

Engineering case studyAI product engineering

HaloCV

An AI-assisted job application workspace combining ATS analysis, document generation and application tooling.

Engineering case studyExperimentation analytics

StayLab

A full experimentation stack for analysing product changes with reproducible data pipelines and statistical decision rules.

Engineering case studyAI & FinTech research

Market Research Assistant

A structured research workspace combining market data, news signals and explainable AI-assisted analysis.

R&D case studyMachine learning R&D

Visual Speech Recognition

An end-to-end visual speech pipeline converting lip movement in video into text using modern visual speech recognition.

R&D case studyPredictive analytics R&D

Sovereign Default Modelling

A leakage-aware machine-learning pipeline for evaluating sovereign default risk across countries and time.

R&D case studyNLP research

Sentiment Analysis

An end-to-end NLP classification pipeline designed around reproducible training and explainable error analysis.

R&D case studySecurity automation R&D

SentinelCLI

A policy-controlled Python orchestration layer for authorised security assessment tooling and auditability.

Engineering case studyAutomation & data engineering

FinTech Signal Tracker

A scheduled Python data pipeline for collecting and publishing daily financial market signals.