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AmiQT/README.md

Hi there, I'm Ami! Cat Face

⚡ Aspiring SRE & Automation Engineer | AI-Augmented Developer

I don't just write code; I engineer resilient, self-healing systems. I leverage AI to iterate faster, debug smarter, and build robust ecosystems from High-Performance Backends to Zero-Touch Infrastructure.

My Philosophy:

  • Brain AI is the engine, I am the steering wheel. Leveraging Agentic AI to accelerate system orchestration and automation.
  • Rocket Problem Solver. I prefer digging deep into documentation, hunting memory leaks, and refining logic over waiting for answers.
  • Cat Cat Enthusiast. Still manifesting that Munchkin kitten in my future.

"AI will not replace humans, but humans who use AI will replace those who don't."


Arsenal The Arsenal (T-Shaped Skillset)

As a T-shaped engineer, I combine deep technical expertise in Backend & Infrastructure with a broad understanding of Fullstack ecosystems, enabling me to architect end-to-end resilient systems.

⬇️ Deep Expertise (The Vertical Bar: SRE, Infra & High-Performance Backend)

Backend Languages

Infra, DevOps & Observability

Tools & DBs

➡️ Broad Knowledge (The Horizontal Bar: Fullstack, UI/UX & AI)

Broad Capabilities

Focus Current Focus

Architecting Infrastructure as Code (IaC), Zero-Touch Provisioning, and building High-Performance Backends utilizing Go & Kubernetes.


Projects Featured Engineering Projects

Talk is cheap. Show me the metrics.

Idea Student Talent Profiling App | AI-Driven End-to-End Platform (FYP)

  • Impact: Full-suite system encompassing a Flutter mobile app, Astro web admin dashboard, and scalable backend featuring a Bahasa Melayu native Agentic AI Assistant.
  • Tech: Python (FastAPI), Supabase (PostgreSQL), Flutter, Astro, Gemini API.
  • Engineering Context: Automated intelligent student profiling and PDF generation with seamless state management across mobile and web interfaces, powered by dynamic conversation memory logic via Gemini.

Voltage Go-Lumina | High-Performance Caching Reverse Proxy

  • Impact: Sustained 5,000-7,500 RPS and successfully handled 1,000,000 concurrent requests in ~3 minutes.
  • Tech: Go (1.26+), Thread-Safe LRU Cache, Singleflight, Docker (Multi-stage Alpine ~15MB).
  • Engineering Context: Engineered custom Go worker-pools, Stale-While-Revalidate (SWR) mechanics, and robust rate limiting to ensure zero-downtime reliability under heavy load.

Cloud Central-Infra & Gopher-Ops | Local Cloud Sandbox & AI ChatOps

  • Impact: Architected a multi-tier Kubernetes infrastructure locally and built a Secure AI SRE Telegram bot to manage Docker/metrics via natural language.
  • Tech: Terraform, Kubernetes (k3d), Helm, Gemini API, GitHub Actions.
  • Engineering Context: Prevented dependency deadlocks through modular IaC layers and implemented HITL (Human-in-the-loop) execution for safe, remote infrastructure operations.

Briefcase Resume AI | Automated Fullstack SaaS

  • Impact: Built a robust and policy-compliant AI resume generator equipped with ToyyibPay integration for local monetization.
  • Tech: React, Supabase, FastAPI, Vercel, Railway.
  • Engineering Context: Implemented full CI/CD deployment separation with strict LLM compliance safeguards against harmful prompt injections.

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  1. central-infra central-infra Public

    Enterprise-grade Infrastructure-as-Code (IaC) sandbox. A modular, multi-tier Kubernetes environment built locally using k3d, Terraform and Helm for production simulation and testing.

    HCL

  2. Gopher-Ops Gopher-Ops Public

    Gopher-Ops: AI-driven SRE ChatOps platform powered by Google Gemini. Manage Docker, Kubernetes, and system metrics via Telegram with guided triage and autopilot self-healing.

    Go

  3. student-talent-profiling-app student-talent-profiling-app Public

    Student talent profiling system with AI-powered recommendations. Flutter mobile app, FastAPI backend, Astro web dashboard.

    Dart

  4. fin-track fin-track Public

    Enterprise-grade Payroll and HR Management System with automated salary processing (EPF/SOCSO/PCB), leave management, digital payslips (PDF), and employee self-service portal. Built with Spring Boo…

    Java

  5. infra-pulse infra-pulse Public

    Production-Grade Infrastructure Health Microservice with Full DevOps Pipeline

    Java