Executive Brief
Venkata Peetla
Principal AI Architect · Forward Deployed · Applied AI
Sr. Staff Engineer — Software Architecture & Full-Stack · Lucid Motors
Open to opportunities · Full-time · Contract · Travel/on-site OK for FDE embeds
Sr. Staff Engineer — Software Architecture & Full-Stack at Lucid Motors. I design the AI control plane and embed with stakeholders until the wedge runs — then hand it off. Public reference systems are forkable so panels can judge before we talk.
Dual fit on purpose: Principal / Staff AI Architect for control-plane standards, and Forward Deployed / Applied AI for discovery → scored wedge → HITL → handoff. Same judgment, different altitude.
What I refuse: demo theater, soft multi-tenancy, governance bolted into the agent graph, and RAG that ranks before it filters. Trade-offs live in ADRs with live demos attached.
19 years at Kaiser, Volvo, and Lucid (Apple/Google client work via Sparity). That production scar tissue is why I won't ship a chat demo and call it a platform.
Recruiting loops should start with proof: /technical-review, /fde, then ADRs — not a catalog tour.
Target Roles
Principal AI Architect · Principal AI Engineer · AI Architect · AI Engineer · Applied AI Engineer · Forward Deployed Engineer
5
Spine review path (govern · orchestrate · RAG · publish · ADRs)
18
Catalogued ecosystem repos
29
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: 17 catalog products · 18 catalogued ecosystem repos — AegisAI, VAP, Enterprise RAG, AegisLoop, Content Factory, and five pattern viewers — spine-first, Demo vs Strict labeled. Not a claim Lucid runs these exact repos.
Role Fit Summary
- Principal AI Architect: I'd own the agent control plane: where orchestration stops, where governance starts, how RAG fails closed, and which evals gate a release. ADRs and running reference systems — not a strategy deck.
- Forward Deployed Engineer: I'd embed, score a ≤90-day wedge under their SSO and data reality, put HITL on irreversible writes, and leave a team that can operate without me. Lucid Supply Chain/Commerce is the internal-customer scar, not invented logos.
- AI Architect: Same boundary work at Staff altitude — clear seams for orchestration, retrieval, tools, policy, and evals, with ADRs teams can extend without rewriting the platform.
- Applied AI Engineer: I'd build the graph, the gateway integration, the RAG path, and the eval harness — FastAPI + LangGraph + Next.js, shipped and clickable.
- AI Engineer: Pattern work with teeth: ReAct, Reflection, Plan-Execute, Multi-Agent, Swarm as bounded units with eval gates and trace viewers — teaching stubs, not fake production fleets.
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
- 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