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javaskrskr/README.md

πŸ‘‹ Hi, I'm Timothy CHOW

πŸš€ AI & Full Stack Engineer | Cloud & DevOps Specialist based in Tokyo, originally from Hong Kong πŸ‡­πŸ‡°
πŸ’‘ Passionate about building and scaling intelligent platforms, LLM/RAG applications, and cloud infrastructure.
β˜• Coffee-fueled. Fast learner. Startup-hardened. Open to exciting AI & Full-Stack opportunities.


πŸ› οΈ What I Build

🧠 In-House AI News & RAG Platform

  • Role: AI Platform Engineer
  • Stack: Next.js, Bun, Supabase (Vector Search), Azure OpenAI, OpenRouter, Python, AWS, GCP, Terraform, Coolify
  • Timeframe: 2026
  • βœ… Built multi-tenant platform with RAG, document clustering, and RBAC admin controls
  • βœ… Automated continuous scraping pipelines and multi-channel alerting (Slack, Teams, LINE)
  • βœ… Deployed production multi-tier infrastructure with IaC using Terraform

πŸŽ™οΈ Voice AI Roadside Assistance Pipeline

  • Role: AI Platform Engineer
  • Stack: Python, LLMs, Voice AI, Webhooks, E2E Testing Framework
  • Timeframe: 2026
  • βœ… Designed end-to-end voice AI triage system for insurance call routing
  • βœ… Engineered context-aware dynamic handoffs to human agents
  • βœ… Established rigorous feedback-driven E2E testing and monitoring loop

πŸ€– Human Settlement Marker (AI Mapping Pipeline)

  • Role: Solo Developer
  • Stack: Next.js, Express.js, Roboflow, YOLO, Google Maps API
  • Timeframe: 2024 – 2025
  • βœ… Automated satellite image detection for 20,000+ human settlements
  • βœ… Converted pixel coordinates to geo-references, cutting ~6 months of manual tagging
  • βœ… Built global text search and polygon boundary tools by country

πŸ’Ό Past Experience

Role Period Highlights
πŸ€– AI Platform Engineer 2026/01 – Present Voice AI triage, enterprise RAG platforms, automated scrapers & multi-cloud IaC
πŸ‘¨β€πŸ’» Software Engineer 2024/08 – 2025/12 AI satellite mapping pipelines, high-throughput WebSockets, and scalable web apps
🧠 Full Stack Developer 2023/09 – 2024/01 Flask backend scaling, Redis caching, and real-time TensorFlow gesture recognition
πŸ”§ Backend Developer 2023/03 – 2023/09 Rebuilt marketplace in NestJS + GraphQL; authored 300+ automated test suites
βš™οΈ Software Engineer 2021/11 – 2023/02 CI/CD migration to Terraform-managed Kubernetes on AWS; internal admin tooling

🌱 Currently Learning & Certifications

  • AI / ML: DeepLearning.AI ML Specialization (Completed 2025), RAG architectures, Fine-tuning
  • Cloud & DevOps: CKA (Certified Kubernetes Administrator), HashiCorp Terraform, GitOps
  • Japanese Proficiency: JLPT N2 (Passed 2024) | Business Japanese J3
  • Cloud Cert: AWS Certified Solutions Architect – Associate

πŸš€ What's Next?

  • πŸŽ™οΈ Scaling real-time voice-to-text / Voice AI web applications
  • πŸ‘Ύ Advanced Knowledge Graph + LLM/RAG application architectures
  • πŸ–₯️ High-performance web backend services with Java + Spring Boot & Python
  • πŸ”„ Setting up GitOps pipelines on Azure & AWS with Kubernetes
  • πŸ“š Continuous expansion of portfolio & personal site (javaskr.com)

🀝 Looking for

  • AI Engineer, Full-Stack Developer, or Platform Engineer opportunities
  • LLM/RAG integration and cloud infrastructure enhancement projects
  • Research, prototyping, and productionizing AI features

πŸ“« Reach Me


⚑ Fun Fact

I'm a coffee addict πŸ§‹, startup survivor 🧠, and passionate about turning AI research into real-world software πŸš€.


πŸ“ˆ GitHub Stats

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πŸ’» Tech Stack & Tools


πŸ“œ Certifications & Credentials


β€œBuild fast, break less, learn constantly.”
β€” Timothy Chow

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