Executive Brief
Venkata Peetla
Principal AI Architect
Sr. Staff Engineer — Software Architecture & Full-Stack · Lucid Motors
Conversations: Principal+ architecture and leadership
Sr. Staff Engineer — Software Architecture & Full-Stack at Lucid Motors. I design the AI control plane and sit with the people who have to live with it until the wedge runs — then I leave a team that can operate without me. Public reference systems are forkable so you can judge before we talk.
Principal+ means seams and embed. I'd own where orchestration stops and governance starts, then sit with the people who have to live with it until the wedge runs. Model-plane receipts (buy vs RAG vs PEFT, real L4 runs) sit under that job — not a third seat.
What I refuse: demo theater, soft multi-tenancy, governance bolted into the agent graph, and RAG that ranks before it filters. Public AegisAI is personal work — the control-plane pattern you can inspect.
19 years at Kaiser, Volvo, and Lucid. Apple and Google work was client engagement via Sparity — say it that way. That scar tissue is why I won't ship a chat demo and call it a platform.
Start with /technical-review and /leadership. Catalog tours waste the first fifteen minutes.
Conversations I take
Principal AI Architect · Distinguished / Head of AI platform · Principal AI Engineer · AI Architect
6
Spine review path (govern · orchestrate · RAG · models · publish · ADRs)
17
Catalogued ecosystem repos
37
Documented ADRs
19+
Years shipping production systems
Quantified Outcomes
- AI Agent Operations Automation: Staffing intensity reduced from 10 to 2 — Multi-agent automation for repeatable supply chain workflows — intake, validation, exceptions, routing — with governance and eval gates so autonomy didn't become a liability.
- Supply Chain EDI Re-Platforming: Multi-million-dollar annualized savings — Replaced SAP/TrueCommerce license-heavy EDI with owned full-stack architecture — lower recurring cost, faster change, stronger operational control.
- Gulf Payments Modernization: Multi-million-dollar annualized business impact — Stripe + GIB gateways for Gulf markets — regional payment foundation with broader transaction coverage.
- Governed AI Reference Stack: 18 catalog products · 17 catalogued ecosystem repos — AegisAI, VAP, Enterprise RAG, ModelForge, Content Factory, and ADR hub — 6-spine review path with Demo vs Strict labeled. Personal reference systems, not an employer's stack.
Role Fit Summary
- Principal AI Architect: I'd own the seams: where orchestration stops, where the gateway starts, how RAG fails closed, which evals gate a release. Model plane is part of that job — buy vs RAG vs PEFT, real L4 receipts, not a second brand. The public spine is personal work you can inspect.
- Head of AI platform / Distinguished: I'd set decision rights, ARB invariants, and what the org is not allowed to automate. Architecture without the operating model dies in the second quarter — leadership is the other half of Principal+.
- Embed method (FDE / Applied): How architecture lands: discovery → scored ≤90-day wedge under their SSO and data → HITL on irreversible writes → handoff. A method on this seat — not a second career brand. I don't invent customer logos.
- AI Architect / Principal Engineer: Same boundary work when the org titles the seat Engineer — seams for orchestration, retrieval, tools, policy, and evals, with ADRs a team can extend without rewriting the platform.
Live AI Stack (inspect before interview)
- AegisAI — https://aegisai-enterprise-agent-platform.vercel.app
- Venkat AI Platform — https://venkat-ai-platform.vercel.app
- Enterprise RAG Platform — https://enterprise-rag-platform-eta.vercel.app
- ModelForge — https://modelforge-gamma.vercel.app
- DomainForge — https://domainforge-rag-peft.vercel.app
- VoiceForge — https://voiceforge-assistant.vercel.app
- AegisLoop AgentOps — https://aegisloop-agentops-workbench.vercel.app
- AI Content Factory — https://ai-content-factory-iota.vercel.app
- LoopForge — https://demo-omega-taupe.vercel.app
- vLLM Architecture Lab — https://vllm-architecture-lab.vercel.app
- Sentinel Brief — https://sentinel-brief-ruddy.vercel.app
- OmniForge — https://omniforge-flame.vercel.app
- AI Architect Practice Arena — https://ai-architect-practice-arena.vercel.app