Work

All projects

Transformation, automation, and data projects across banking, finance, aerospace, and beyond.

01

AI-driven workflow documentation

Web app

Web application enabling teams to map manual and automated processes visually using 150+ pre-defined card templates, with LLM-powered generation of SOPs, SQL queries, and Python scripts.

PythonStreamlitReactFlowGPTDocker
2025Corporate bankingPM · BA · Dev
02

Risk review & reporting platform

Web app

Governance-focused platform for structured risk assessment capture, LOD1/LOD2 review workflows, automated Teams notifications, and one-click PowerPoint report generation.

PythonStreamlitPostgreSQLGPTDocker
2025Corporate bankingPM · BA · Dev
03

Automated GRC metric engine

Automation

Automated pipeline calculating and uploading 30+ monthly risk metrics into Archer GRC, replacing a manual process with a scheduled, fully auditable workflow.

PythonAirflowAPIArcher GRC
2025Corporate bankingPM
04

Risk data asset registry

Web app

Centralised metadata platform for documenting data assets at column level, with ReactFlow-powered visual lineage mapping and self-service access for risk teams.

PythonStreamlitReactFlowGPTDocker
2025Corporate bankingPM · BA · Dev
05

Ontology & knowledge graphs

Web app

Domain-specific CIB ontology of 1,200+ keywords in a three-level hierarchy, with dynamic knowledge graph generation and automatic term tagging for structured reporting data.

PythonStreamlitPostgreSQLGPTReactFlow
2024Corporate bankingPM · BA · Dev
06

Prescriptive category mapping

Machine learning

ML model classifying IT tasks from brief text descriptions into categories and applications with 95%+ accuracy, automating tax incentive reporting for ~600 tasks per year.

Pythonscikit-learnPower Query
2023Finance & taxBA · Dev
07

Cost accounting automation

Automation

Fully parameterised ETL workflow reducing a three-day, error-prone monthly cost-accounting cycle to a repeatable run of minutes, with all logic stored in a single Excel control file.

PythonPower QueryExcel
2022Finance & accountingBA · Dev
08

Financial closing tracker

Dashboard

Real-time Power BI dashboard tracking monthly financial close progress against D+X milestones, fed by twice-daily Python extracts from Jira, with visibility for CFO and senior management.

Power BIPythonJira API
2022Finance & accountingBA · Dev
09

Sales pipeline monitoring

Desktop app

Desktop application consolidating sales objectives, contract renewals, and actuals for aircraft engine MRO manual sales, with automated twice-daily executive summaries delivered by email.

Microsoft AccessVBAPower BIOutlook
2020AerospacePM · BA · Dev
10

Multi-site car rental platform

Web app

Three car rental websites built on a shared backend with integrated yield management and dynamic pricing, enabling non-technical staff to update pricing and availability across all platforms.

PHPJavaScript
2014Car rentalPM · BA
11

Dynamic pricing optimizer

Desktop app

Forecasting tool optimising rental pricing and fleet utilisation across a 90-day horizon using booking acceleration curves, targeting sub-95% utilisation to prevent overselling while maximising revenue.

Microsoft AccessVBA
2014Car rentalPM · BA · Dev
12

Car rental market watch

Desktop app

Competitive pricing intelligence tool scraping competitor rate data and comparing it against internal pricing in real time, surfacing gaps and positioning for the pricing team.

VBAMicrosoft Access
2013Car rentalPM · BA · Dev
13

Mobile CRM for insurance sales

Web app

CRM solution for an insurance brokerage streamlining lead assignment from call centre to mobile field reps, with manager dashboards and improved conversion tracking.

SugarCRM
2010InsuranceBA · Dev