- Head of Engineering @ UNGUESS — leading engineering, architecture, and AI automation for enterprise workflows
- Cloud-native engineering — AWS, CDK, IaC, multi-account governance, secure pipelines
- AI & Agents — LLM orchestration, retrieval pipelines, agentic workflows, observability
- Compliance-first design — audit-ready processes, traceability, reproducibility, formal controls
- Developer Experience — modular architectures, versioned workflows, maintainable systems
- TypeScript (Node.js, Bun) — backend, agents, orchestration, SDKs
- Python — data workflows, automation, AI tooling
- Go — CLI tools, infra utilities
- Bash — automation, CI/CD scripting
- AWS (multi-account, org-level governance)
IAM, SSO, Cognito, Organizations, Control Tower, GuardDuty, CloudTrail, Config - Compute & Networking
ECS/Fargate, Lambda, EC2, ALB/NLB, VPC, PrivateLink, API Gateway - Storage & Data
S3, DynamoDB, RDS/Postgres, ClickHouse, OpenSearch - Observability
CloudWatch, X-Ray, structured logging, distributed tracing - Security
KMS, Secrets Manager, WAF, SCPs, least-privilege IAM, auditability-by-design - IaC
AWS CDK (TS), Terraform (occasional), GitHub Actions, versioned infra modules
- LLM Orchestration — agent frameworks, tool calling, pipelines, async workflows
- Retrieval & Indexing — embeddings, vector stores, hybrid search
- RAG Architectures — chunking, normalization, metadata governance
- Model Ops — evaluation, prompt versioning, observability, dataset governance
- Agentic Workflows — multi-step reasoning, planning, tool orchestration
- Mastra — deployments, debugging, cloud integration, PR contributions
- API Design — REST, GraphQL, OpenAPI, versioning, authZ/authN
- Event-driven systems — SNS/SQS, EventBridge, async pipelines
- Caching & Performance — Redis, CDN, edge caching, invalidation strategies
- Testing — unit, integration, infra tests, smoke tests
- React / Next.js — dashboards, internal tools, admin panels
- Component libraries — design systems, reusable UI modules
- Developer Experience — monorepos, Nx/Turborepo, codegen, linting, CI pipelines
- Audit-ready processes — traceability, reproducibility, formal controls
- Secure SDLC — code reviews, threat modeling, dependency governance
- Operational tooling — safe-by-default interfaces for non-technical teams
- GitHub discussions & OSS PRs
- Architecture reviews
- AI infra, compliance, and cloud-native design
