Frontend architecture
Designing and evolving React micro-frontends and Angular modules integrated with Java microservices.
How I work
Architecture grounded in delivery.
I'm an Associate Architect with 13+ years in software engineering, spanning full-stack development, technical leadership, and frontend architecture. I currently work on an enterprise commercial banking platform built with React micro-frontends and Angular modules, integrated with Java microservices and delivered through Azure DevOps CI/CD.
The thread running through my work is simple: developer productivity should never come at the cost of security. Regulated environments make that tension real, which is why the AI tooling I build out of personal interest is local-first by design, keeping code and data inside the environment where they belong.
Useful automation should be reviewable, secure, and close to the code it serves.
Current areas of work
Secure systems, integrated teams, dependable delivery.
Authentication & identity
Modernizing legacy access management, including session architecture and token-flow redesign.
Application integration
Aligning service contracts and API communication patterns across frontend and backend teams.
Code quality & security
Establishing review standards, secure coding practices, and static analysis in the delivery workflow.
Developer productivity
Piloting AI-assisted development practices and internal tooling within strict compliance boundaries.
CI/CD
Building and maintaining Azure DevOps pipelines for reliable, modular deployments.
Latest work · 2026
Ideas turned into working systems.
A current selection spanning local AI, security validation, repository intelligence, platform architecture, and mobile products.
01Flagship project
React Intelligent Test Generator
A local-first test generation system that combines AST analysis with reviewable AI output for React codebases.
02Security engineering
Argus Security Validation
Production documentation and validation evidence for running Argus against OWASP Juice Shop security scenarios.
03Developer tooling
RepoScribe
Generates layered Markdown, PDF, and searchable web documentation for React, TypeScript, Java, and Spring Boot repositories.
04Platform architecture
Conduit Architecture
A public architecture and delivery webdoc for the Conduit platform, covering its threat model and phased delivery gates.
05Mobile product
Mileage Tracker
A local-first Android app for trip, fuel, mileage, and spend tracking with SQLite-backed persistence and analytics.
06Model research
React TestGen Coverage
A locally runnable fine-tuned model pipeline for generating Jest and React Testing Library tests from TSX components.
07Mobile application
ListSync
A mobile-first shared list manager with authentication, favourites, offline storage, and Firestore synchronization.
08Engineering assessment
Banking Data Assessment
An anonymized banking dataset and structured assessment environment for evaluating analysis and engineering skills.
Older experiments, UI patterns, backend prototypes, and learning projects are preserved on GitHub.
Public documentation is linked directly from each available project.Core technologies
A full-stack toolkit shaped by production work.
Frontend
Backend & databases
DevOps & AI tooling
Mobile & cloud
Current focus
What I'm exploring now.
- Advancing TestGen with evidence-backed evaluation and reviewable, AST-aware output.
- Validating Argus against realistic OWASP security scenarios and production expectations.
- Turning repository structure into useful onboarding material through RepoScribe.
- Designing local-first tools where productivity, privacy, and engineering quality reinforce each other.