A selection of Webomage engagements across DevOps, cloud infrastructure, blockchain, and AI/ML integrations, with enough detail to see how we actually work.

AI & Automation

  • YC-backed AI Startup (Hong Kong) — AI infrastructure & tooling for a fast-moving LLM product team.
    Integrated multiple AI tools and LLM services (including LangChain and OpenAI-like APIs) into production infrastructure, with scalable deployments, advanced debugging, and contributions back to open source.
    See the dedicated case study: YC-backed AI Startup – AI Infrastructure & Tooling.

  • Long-form psychiatric session voice analytics — turning 1.5h+ clinical audio into structured, compliance-aware insights.
    Refactored a Next.js + Google STT + Vertex AI MVP into a production-ready pipeline processing 1.5h+ psychiatric voice sessions with compliance-aware storage and analysis.
    See the dedicated case study: Long-Form Psychiatric Session Voice Analytics.

  • US Law Firms Association – CRM Automation & Recovery — rescuing an abandoned CRM and rebuilding AI-driven client outreach.
    Built large-scale CRM automation integrating AI-based calls and emotional context detection in human responses, enabling more adaptive client interactions.
    See also the dedicated case study: Law Firms Association CRM Recovery.

  • Healthcare AI Services
    Designed and deployed AI-powered healthcare services with strong emphasis on HIPAA, SOC 2, PCI, and GDPR readiness, auditable data flows, and reliable pipelines.

  • Zero-Trust AI Platform on Kubernetes — locking down AI workloads on Kubernetes with zero-trust networking and better observability.
    Defined and implemented a zero-trust blueprint around LLM gateways, feature stores, and data pipelines, tightening traffic paths and improving monitoring without slowing delivery.
    See the dedicated case study: Zero-Trust AI Platform on Kubernetes.

Blockchain & Web3

  • Ripple/Stellar & Hyperledger Sawtooth — core infra work on enterprise and payment-focused chains.
    Participated in crafting and deployment of Ripple/Stellar verification nodes and Intel/IBM Hyperledger Sawtooth-based blockchain systems.

  • Ethereum & DApps — smart contracts, wallets, ICO/sidechain scenarios, and on-chain data indexing.
    Worked with Ethereum nodes, smart contracts, ICO/sidechain scenarios, wallet and transaction management, and The Graph for advanced data querying.

  • DeFi infrastructure hardening & observability — making DeFi infra observable and resilient instead of “best effort”.
    Hardened DeFi infrastructure and indexing around protocols running on Ethereum and sidechains, reducing infra-related incidents and improving monitoring.
    See the dedicated case study: DeFi Infrastructure Hardening & Observability.

Cloud & DevOps

  • AWS Infrastructure & Serverless — modernising estates into Terraform-managed, event-driven AWS platforms.
    Designed secure, scalable AWS architectures with Terraform, Lambda, API Gateway, Auto Scaling, and CI/CD. Implemented asynchronous Lambda flows and complex deployment strategies.
    See the dedicated case study: Serverless Consolidation for Event-Driven Workloads.

  • Kubernetes & Containerization — moving from pets and scripts to reliable, GitOps-driven clusters.
    Architected Kubernetes clusters (including EKS and self-hosted) with advanced networking, monitoring, and deployment patterns using Docker and GitOps.
    See the dedicated case study: Kubernetes Platform Migration for SaaS.

Deep Dives

For topic-focused details, see:

For more details, see the full Curriculum Vitae.

➡️ If one of these sounds close to what you’re building, start a conversation.