Guo William

Co-Founder & CEO — Applied AI Studio for Creator & Influencer Content Production at Dalamula Technology (2023-03 – 2026-03)

Leading applied AI studio focused on creator and influencer content production with multi-agent systems and multimodal AI pipelines

• Designed and deployed production multi-agent systems on GCP end-to-end — Google ADK and LangGraph coordinator-subagenent architectures with A2A orchestration patterns, tool invocation, stateful memory, and structured outputs; deployed via Cloud Run and containerized microservices (Docker, FastAPI) with CI/CD via Cloud Build, and end-to-end observability instrumented via Langfuse across 50+ live client deployments and 23+ versioned workflow iterations
• Built and productionized high-fidelity RAG pipelines for influencer and creator persona systems — ingestion contracts, dynamic chunking, hybrid semantic filtering, identity-grounded retrieval using Pinecone, Qdrant, LangChain, and Vertex AI Vector Search; applied Chain-of-Thought and ReAct prompt engineering with multi-tier context engineering to maintain agent coherence and persona fidelity over extended interactions, evaluated via DeepEval frameworks
• Built and shipped production AI creator and influencer content pipelines across the full multimodal stack: hyperrealistic AI avatar generation with identity preservation (LoRA training on FLUX, SDXL, IP-Adapter conditioning, ControlNet), AI video production and motion synthesis (LTX-2, Kling, Seedance, Runway), automated voiceover, voice cloning, and lip-sync (ElevenLabs, MiniMax TTS), and end-to-end content workflow automation via ComfyUI and Gemini model families on Vertex AI Model Garden — architecting each pipeline from dataset curation and model selection through evaluation grids, production hardening, and client-specific deployment across 61 documented deployments
• Applied ML across creator campaign datasets — generating and querying high-dimensional multimodal text and video embeddings for semantic content search, creator-audience fit classification, and performance signal extraction; built anomaly detection and trend forecasting pipelines over engagement, CPM, CTR, and reach metrics — supporting campaigns that drove 100K–200K+ follower growth across 5+ accounts and 2M+ cumulative views

Associate at Inception Capital (2023-04 – 2023-10)

Evaluated early-stage AI, social media, and creator economy companies

• Evaluated 120+ early-stage AI, social media, and creator economy companies on technical architecture, product maturity, and GTM strategy — building deep pattern recognition in influencer marketing platforms, social content analytics, and creator-facing AI tools; drove two end-to-end investment commitments from initial screening through IC approval

Master of Financial Engineering in Financial Engineering – UCLA Anderson School of Management (2022-09 – 2023-12)

Bachelor of Science in Engineering in Software Engineering Specialization – Western University (2018-09 – 2022-04)