DevOps & Embedded IoT Engineer: SaaS platform operations (Next.js/Vercel/Supabase) + industrial solar edge AI surveillance full system design, focusing on reliability, low cost & industrial
I am a freelance full-stack technical engineer with dual core expertise: SaaS DevOps/Platform Engineering and Embedded Industrial IoT Edge AI system development, serving early-stage AI SaaS, EdTech and outdoor industrial surveillance startups worldwide.
For DevOps & Platform work:
I specialize in Next.js + Supabase + Vercel production infrastructure operation, observability setup, cloud cost governance, secret security management, backup automation and incident response. I only own operational layers without modifying client business source code, strictly follow least-privilege security rules and deliver fully documented runbooks for repeatable, low-risk production maintenance. I have helped multiple AI EdTech startups move from alpha testing to public launch with stable, cost-controlled cloud environments.
For Embedded & IoT hardware-edge-cloud projects:
I design end-to-end solar-powered off-grid AI CCTV tower systems, covering industrial hardware architecture, LiFePO4 solar power supply design, ARM Embedded Linux edge AI (YOLO/OpenCV human/vehicle detection), 4G LTE communication, radar-camera sensor fusion, local video storage, self-healing firmware, remote OTA upgrade and cloud management portal integration. All my designs prioritize outdoor industrial durability, low power consumption and mass-production feasibility for commercial products.
My core working values:
1. Security-first: Enforce least-privilege access, standardized secret rotation and full data compliance (ready to sign DPA before production access).
2. Document-driven: Every operation, architecture and fix is recorded into reusable runbooks & design docs.
3. Cost-conscious: Optimize cloud/LLM API spending and hardware BOM costs to avoid runaway expenses for early-stage startups.
4. Long-term partnership mindset: Not just one-off task delivery, I provide continuous technical guidance through prototype iteration and commercial launch.
I focus on long-term ongoing part-time projects and prefer asynchronous clear written communication to align with global remote startup teams.
Work Terms
Working Hours & Response
Max 30hrs weekly, UTC+8 flexible hours. Core response window: 09:00-18:00 UTC+8 workdays; critical incidents acknowledged within 1hr per SLA. No after-hours on-call without separate written agreement.
Communication
All requirements, reports & incident records via written chat/email. Short voice/video calls only for complex architecture discussions with advance notice. Meeting takeaways will be documented in text afterward.
Payment & Billing
Hourly work tracked by Guru time tracker, weekly activity summary provided before invoicing. Fixed-price milestone tasks require 50% upfront deposit, balance released upon full deliverable approval. All payments through Guru escrow service.
Access & Data Security
Least-privilege access by default: only staging/read-only access at project start. Full production access unlocked solely after signed DPA and completed initial milestone. Secrets & production data never stored locally; all operations leave audit logs.
Scope & Deliverables
1. DevOps work: I manage infrastructure, observability, deployments, cost monitoring & incident response only. All feature/bug code changes are handled by client’s internal team; I will not edit source code.
2. Embedded IoT work: Deliver full architecture docs, hardware BOM, power design & development roadmap, plus ongoing prototype technical guidance. PCB manufacturing & physical production are out of scope unless pre-agreed.
All deliverables include editable docs/runbooks, with 7 days minor revision support for milestone scope items.