Hi, I'm Zulhilmie Suhaimi.
Biomedical Engineer & Systems Builder operating across Non-Linear FEA Mechanics, Self-Hosted Homelab Infrastructure, and Cloud Automation.
Biomedical Engineering & Suture Mechanics FEA
Non-Linear Structural Mechanics • Capstone Research (SUSS)
Surgical Suture Knot Non-Linear FEA Simulation
Pioneering computational modeling for 1.0mm surgical suture knots. Analyzing extreme contact friction, large strain elastoplasticity, and self-contact deformation during knot cinching using ANSYS Explicit Dynamics formulations to resolve convergence barriers in classical static solvers.
Clinical Instrumentation & Robotics Quality Systems
Practical background in clinical robotics, laboratory automation, and diagnostic hardware. Bridging biomedical sensor telemetry with strict quality assurance, regulatory compliance, and zero-defect data verification pipelines.
Cloud Infrastructure & Telemetry Auditing
Automated Cloud Observability, Telemetry, and FinOps Governance
AWS Lambda Telemetry & FinOps Auditor
Engineered real-time telemetry auditor tracking IAM execution roles, unexpired CloudWatch log retention cost risks, and 7-day invocation anomalies to prevent runaway recursive invocation spend.
S3 Posture Auditor & Fargate Engine
Automated multi-account S3 bucket configuration checks, file permission hygiene, container task definition modeling on AWS Fargate, and smart multi-service CloudWatch log streaming.
Zero-Trust Homelab & Infrastructure-as-Code
Production Multi-Zone Network Architecture
ThinkServer Dev & Vault
Hardened x86 dev host isolated over Tailscale WireGuard mesh. Houses self-hosted Gitea, AdGuard Home DNS, Vaultwarden, and Watchtower automated Docker CI/CD.
Intel NUC Media Server
Dedicated media engine with Jellyfin hardware transcoding, Gluetun VPN containerized traffic routing, automated unattended security patches, and Caddy TLS.
Immortal Mac Blueprint
Infrastructure-as-Code macOS configuration. 10-minute automated disaster recovery using Homebrew Brewfile, Ghostty, Neovim (LazyVim), and Colima Linux micro-VMs.
KaiZuDy Labs & Network Engineering
Collaborative Network Protocol Research & Packet Triage
Network Diagnostics & Protocol Tooling Hub
Co-founded KaiZuDy Labs to develop open-source network diagnostic scanners, packet triage engines, and automated cloud infrastructure baselines.
Multi-threaded network latency and socket reachability diagnostics across private Tailscale nodes and local subnets.
Cross-platform network traffic triage tool for live interface packet inspection, offline PCAP stream analysis, and bandwidth telemetry.
Academic Foundation & Knowledge Systems
Dual-Layer Documentation & Rigorous Engineering Governance
Educational History
- •Singapore University of Social Sciences (SUSS): B.Eng. Biomedical Engineering (Expected 2026)
- •University of Tasmania (UTAS): Biomedical & Life Sciences Studies
- •PSB Academy: Diploma in Engineering Science
- •Temasek Junior College: GCE A-Levels (Science Track)
Dual-Layer Knowledge Management
Maintains a structured PARA-aligned Second Brain in Obsidian utilizing a standardized Dual-Layer Documentation Protocol: YAML frontmatter for programmatic machine indexing paired with human-readable visual telemetry headers and audit trails.