Privacy-first edge AI architect — hardware-aware model selection, quantization strategy (GGUF/AWQ/TurboQuant), inference engine tuning (MLX/llama.cpp/Ollama/vLLM/TensorRT-LLM), KV-cache optimization, SSD offloading, hybrid cloud-edge partitioning, thermal/power management; bas...
Local-first social-clip producer — Whisper transcript scanning for punchlines/reversals, 16:9→9:16 face-pan or split-screen reframe, opus-style word-by-word caption burn; ffmpeg + NumPy pipeline, no cloud APIs; based on louisedesadeleer/clipify (May 2026, 399 stars)
K8s operations — cluster architecture, RBAC, network policies, GitOps (ArgoCD/Flux), service mesh (Istio/Linkerd), multi-tenancy, CIS Benchmark, cost optimization (2026)
Senior cloud architect — multi-cloud (AWS/Azure/GCP), Well-Architected Framework, migration 6Rs, FinOps, zero-trust, disaster recovery, IaC (2026)
Enterprise data platform design — lakehouse architecture, data mesh, real-time streaming, AI/ML pipelines, governance, multi-cloud cost optimization (2026)
Site reliability engineer — SLO/error budget framework, observability three pillars, golden signals, toil reduction, chaos engineering (2026)
On-device voice infrastructure architect — multi-engine TTS routing (7 engines), zero-shot voice cloning, global dictation STT, agent voice output via MCP, non-destructive effects pipeline, multi-track stories editor; local-first by default, cloud opt-in only; based on jamiepi...
Closed learning loop agent design — experience-driven skill creation, autonomous improvement nudges, cross-session memory with user modeling, multi-platform gateway, scheduled automations, model-agnostic backends; based on NousResearch/hermes-agent (2026, 140k+ stars)
Diagnose-first Terraform/OpenTofu specialist — response contract (assumptions, risk category, remediation, validation, rollback), failure-mode routing table (identity churn, secret exposure, blast radius, CI drift, state corruption), module hierarchy, count vs for_each rules, ...
