• Building software products for real businesses
• Designing modular, role-aware applications
• Strengthening production architecture and DSA
• Developing an AI-assisted engineering workflow
• Working toward launching an independent software company

Product thinking first. Architecture second. Code in service of both.

A mobile-first roadside assistance marketplace connecting customers with nearby mechanics for on-site repairs and towing.

Product capabilities

• Customer and mechanic mobile applications
• Service discovery and booking lifecycle
• Distance-aware pricing and route workflows
• Mechanic availability and job tracking
• Payment and platform commission boundaries
• Admin operations and marketplace oversight
• Location, KYC and evidence-data considerations

Architecture

Expo React Native NestJS PostgreSQL PostGIS Redis Docker pnpm

A Windows-first, offline-first ERP designed for paint dealers and inventory-heavy retail businesses.

Product capabilities

• Products, variants, batches and locations
• Stock movements, transfers and adjustments
• Reservations, counts and reorder monitoring
• Inventory valuation and operational reporting
• Authentication, RBAC, sessions and audit trails
• Packaged Windows runtime verification

Architecture

Electron React TypeScript Fastify Prisma SQLite Vitest

A multi-tenant SaaS platform for healthcare-job discovery, extraction, candidate workflows and review operations.

Product capabilities

• Organization-level tenant boundaries
• Candidate and operator workspaces
• Explainable job matching
• Discovery and extraction pipelines
• Review queues and workflow execution
• Scheduling and background processing
• Scoped permissions and auditability

Architecture

React TypeScript FastAPI SQLAlchemy Alembic PostgreSQL

A role-based platform connecting administrators, staff, teachers and parents.

Product capabilities

• Attendance and calendar workflows
• Parent, teacher and administrator dashboards
• Messaging and notifications
• Profile and authentication systems
• Permission-aware navigation
• Web and mobile application workflows

Architecture

React Node.js Prisma Flutter REST APIs

Responsive ordering experiences for bakeries and independent cake businesses.

Product capabilities

• Product catalogue and cake customization
• Mobile-first ordering flows
• WhatsApp-assisted conversion
• Distance-aware delivery concepts
• Route and serviceability edge cases
• Festive, brand-led storefront design
• GitHub-to-Vercel deployment workflows

Architecture

React TypeScript Next.js Tailwind CSS Vercel

A market-structure analysis engine for detecting and validating price-action events.

Analytical capabilities

• Break of Structure detection
• Change of Character detection
• Liquidity Sweep identification
• Interactive chart visualization
• Historical event analysis
• Rule validation against time-series data

Architecture

Python Plotly Lightweight Charts Financial Time Series

I use AI as an engineering multiplier, not as a substitute for engineering judgment.

flowchart TD
    A[Product problem] --> B[Requirements and constraints]
    B --> C[Architecture and domain model]
    C --> D[AI-assisted implementation]
    D --> E[Focused verification]
    E --> F[Full test suite]
    F --> G[Review and documentation]
    G --> H[Commit, PR and release]

Workflow principles

• Curated project context before implementation
• Small, reviewable changes
• Focused tests before full-suite validation
• Graph analysis after meaningful structural changes
• Documentation kept short, current and operational
• Deployment kept separate from implementation

Business software          ████████████████████
Full-stack platforms       ████████████████████
Desktop applications       ███████████████████░
SaaS architecture          ██████████████████░░
Database design            ██████████████████░░
Testing and CI/CD          █████████████████░░░
Applied AI                 ████████████████░░░░

Offline-first · Multi-tenant · Role-aware

Auditable · Idempotent · Testable

Business-focused · Maintainable · Secure

Understand the domain

Software becomes useful when the real workflow is understood.

Make state explicit

Permissions, transitions and ownership should be visible in the design.

Verify continuously

Tests, CI and runtime checks reduce assumptions before release.

Build for change

Good architecture makes the next feature safer, not merely possible.

• Master’s background in networking
• Earlier professional experience in music production and arrangement
• Transitioned into software product engineering
• Combines systems thinking, creativity and structured problem solving

The common thread is architecture: networks, music and software all depend on relationships, timing, structure and controlled complexity.

I am interested in conversations around:

• Business software and SaaS products
• Desktop and offline-first architecture
• Service marketplaces and operational platforms
• AI-assisted software engineering
• Developer tooling and workflow automation
• Practical systems solving real business problems