•1 min read
Researching the Current LLM Memory Problem
My first research on the LLM memory issue.
ArchitectureStrategy
Engineering journal
Building embedded, secure, and intelligent connected systems with resilient architecture.
Deep dives on embedded systems, cybersecurity, smart IoT design, and engineering tradeoffs that matter in production.
Process
How I Work
A lean delivery rhythm designed for shipping reliable connected systems without unnecessary complexity.
Discover
Map operating constraints, threat surfaces, and deployment goals before choosing the architecture.
Build
Implement the smallest robust system that can ship, be monitored, and stay maintainable.
Measure
Track reliability, security, and performance signals to guide iterative improvements.
Latest notes
Latest Writing
Decision-focused notes on architecture, security, integration tradeoffs, and delivery patterns.
•2 min read
How I Built My First Production Website for IELTS Writing Practice
A practical architecture breakdown of my first production website: React frontend, secured API layer, Supabase auth/data, and AI-assisted grading workflows.
ArchitectureReliabilityPerformance
Builds
Selected Projects
Selected implementations with clear scope and practical outcomes.
IELTS Master Website
Built the first production website for IELTS writing practice with a practical architecture focused on reliability and fast iteration.
Shipped a production IELTS writing practice platform with secure auth, AI-assisted feedback, and stable API integrations.
Next.jsTypeScriptSupabase