Focused full-stack delivery
Architecture and end-to-end implementation for small and lower-mid-sized products, internal tools, and substantial enhancements using Python, React, and AWS.
Staff Software Engineer at Brain Station 23
Abdullah Al-Munzir
Focused product delivery.Architecture guidance for complex systems.
For small and lower-mid-sized projects, I can architect and build end to end with Python, React, and AWS. For medium and large applications, I help engineering leaders resolve architecture risks, modernization challenges, and consequential technical decisions.
I also help teams adopt AI-assisted development responsibly and design LLM-powered agents with clear context, tool, state, evaluation, and security boundaries.
My work includes backend leadership for Kirin WellWa, architecture and implementation of Tsuruha’s identity platform, full-stack delivery on TEQ, and the independent design and implementation of FinMind AI.
- 7+ yearsFull-stack product engineering
- 20K+ monthly active usersKirin WellWa
- 10M+ accountsTsuruha identity platform
- AI-agent MVPFinMind AI
What I help with
The form of support depends on the scale of the work: end-to-end delivery for focused projects, and architecture or technical-risk advisory for larger applications.
Architecture and technical-risk advisory
Independent analysis of service boundaries, data models, authorization, integrations, reliability, scaling, and cloud architecture for medium and large applications.
Cost-conscious solution design
Pragmatic architecture for new or existing products that solves the immediate business problem without unnecessary infrastructure or operational complexity.
Modernization without a big-bang rewrite
Assessment and sequencing for outdated or constrained applications that need clearer boundaries, safer evolution, or cloud modernization.
AI-assisted team transformation
Practical adoption of AI-assisted engineering across implementation, testing, review, technical analysis, and architecture decisions—with human accountability intact.
AI-agent engineering
Design and implementation of LLM-powered agents with explicit context, retrieval, tools, state, provider, evaluation, security, and failure boundaries.
Selected work
All case studiesArchitecture and product work from my employment at Brain Station 23, alongside an independent AI-agent product I designed and implemented.
Completed private MVP
FinMind AI: Architecting a financial agent
Designed and implemented a personal-finance MVP with a LlamaIndex-based agent that answers account, spending, and budget questions using user-specific context and tools.
20K+ monthly active users
Kirin WellWa
Backend lead for Kirin’s corporate wellness platform, from the first design decisions through rewards, checkout, and the integrations around them.
Identity platform supporting 10M+ accounts
Tsuruha identity platform
Architecture and implementation of a custom Keycloak-based identity provider for authentication, authorization, and identity management.
Focused engineering delivery and architecture advisory
End-to-end Python, React, and AWS delivery for small and lower-mid-sized projects; architecture, modernization, and technical-risk advisory for medium and large applications.
See how consulting works