I will provide expert llm and ai agent technical consulting

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Jiawei Su

About this gig

As an AI Technical Advisor with a Ph.D. in AI and over 5 years of commercial algorithm and application deployment experience, I offer strictly objective, data-driven technical consulting for enterprise LLM integration. Whether you are an SME executive needing high-level feasibility planning using GUI tools like n9n and dify, or a developer requiring low-level debugging of a PyTorch or LangChain codebase, I provide expert guidance tailored to your project's exact stage.

What I Offer

  • Strategic Planning & Model Selection: Feasibility analysis, cost-performance trade-offs, and MVP blueprinting tailored for SMEs.
  • Architecture & Workflow Audits: Expert review of RAG pipeline design, multi-agent routing mechanisms, and multimodal data ingestion strategies to eliminate silent errors and hallucinations.
  • Implementation & Code-Level Support: Direct troubleshooting and debugging of specific technical bottlenecks .
  • General AI Advisory & Q&A: Unstructured technical discussions to clarify complex AI concepts, evaluate third-party AI SaaS tools, or map out long-term AI technology roadmaps.

Get to know Jiawei Su

Jiawei Su

AI Architect

  • FromChina
  • Member sinceMar 2026
  • Languages

    English, Chinese, Japanese
AI architect Rich experience of developing customized Agents and RAGs/Multi-modal document retireval/Agent memory optimization/Fine-tuning/Vision language model/Geospatial foundation model etc. ⭐ Ph.D. in AI research. ⭐ Top-Tier R&D & Industry Experience (Fujitsu, KDDI, NTT) ⭐ Tech Lead positions driving AI application deployment at multiple SMEs. ⭐ First author of a globally recognized paper on AI security (Top journal, featured by BBC News & The Register, 3500+ citations). ⭐ Trilingual (EN/JP/CN) independent AI Consultant focused on pragmatic, cost-effective solution.

Other AI Development Services I Offer