Realtime by default
Zero manual refreshes for state changes in collaborative environments.
→ Tiniq CRM WebSocket implementationZero manual refreshes for state changes in collaborative environments.
→ Tiniq CRM WebSocket implementationBusiness logic remains agnostic to delivery mechanisms.
→ MY DREAM AgroTech multi-interface ecosystemMoving compute to data minimizes network overhead.
→ Redis caching layer for heavy aggregate queriesI build software that remains maintainable after the first release. I focus on system design, operational reliability, and business outcomes—not just shipping features.
Fragmented comms and manual entry caused lost context. Reps constantly refreshed dashboards to see updates.
Vue 3 frontend via REST for CRUD and Socket.IO for real-time events. Fastify backend with Redis for caching/PubSub and PostgreSQL for persistence.
Redis Pub/Sub + Socket.IO over polling increased complexity but reduced API load by 80%.
Centralized hub with zero manual refreshes. Reduced latency and isolated heavy tasks.
Fleet management and inventory orchestration were disconnected. Geospatial tracking updates were delayed and unreliable.
Vue 3 + Mapbox GL on the frontend. NestJS orchestration layer managing Socket.IO connections. Redis for geospatial caching and PostgreSQL/Prisma for persistent state.
Processing geospatial aggregations in Redis before PostgreSQL increased architecture complexity but ensured sub-100ms UI updates.
Unified logistics dashboard with live fleet tracking, automated AI-assisted routing, and zero data loss during offline driver syncs.
The client needed a blazing fast, easily maintainable site without the overhead of a CMS or database, but still required complex structured data presentation.
Astro for static site generation. Svelte islands used strictly where interactivity is needed. All "database" content is structured as typed TypeScript arrays at build time.
Hardcoding data into arrays means developers must commit code to update content, but completely eliminates server costs and database latency.
A lightning-fast website with 100/100 Lighthouse scores. Content is strongly typed and statically rendered, eliminating layout shifts.
A high-end personal brand required a digital presence that matched its premium status, demanding complex motion without sacrificing performance.
Astro for static HTML generation and zero-JS routing. Vue 3 islands for interactive components. GSAP for hardware-accelerated scroll motion.
Separating animation logic from component reactivity (Vue + GSAP) required manual cleanup but completely eliminated dropped frames.
A stunning, award-winning digital experience that scores 100/100 on Lighthouse while delivering complex 60fps motion.
A real production stack — not a demo. Each layer exists for a specific reason. Hover any node to see the engineering rationale and trade-off analysis.
Vue 3 / GSAPVue 3 provides reactivity; GSAP handles animation outside the component tree for performance.
Benefits: Massive ecosystem and JSX flexibility
Limitations: Hooks can cause unpredictable renders in heavy real-time apps
Decision: Predictable reactivity for real-time data binding.
I integrate language models into production workflows — as reasoning engines inside automated pipelines, not as chat wrappers.
Production feedback beats local perfection.
Architecture exists to support product goals.
Performance decisions require evidence.