Kinsey

Senior AI Engineer (RAG & Automation Specialist)

Dec 2025 - Present • 7 mos

Architected a high-performance Tender Generation System utilizing Hermes Agents to revolutionize the bidding process. The core achievement was compressing a workflow that traditionally took clients several days of manual research and writing into a process that takes only a few minutes. Rapid Knowledge Retrieval: Engineered a specialized Knowledge Base using RAG technology. The system instantly retrieves relevant historical data and technical specs, eliminating hours of manual searching. Autonomous Drafting: Configured Hermes Agents to autonomously synthesize retrieved information and draft comprehensive tender documents. This automation handles the heavy lifting of content generation, ensuring consistency and speed. Efficiency Optimization: Optimized agent inference and context processing to deliver high-quality drafts in minutes, allowing the client to focus on strategy rather than documentation. ech Stack: Python, Hermes Agents, Vector Databases, LangChain, and Document Automation tools.

Head of Product & IoT Solutions

Jul 2022 - Nov 2025 • 3 yrs 4 mos

Contracted as Head of Product & IoT Solutions at Anhui Owl Technology Co., Ltd. System Architecture & Leadership: Founded and led the Smart Hardware Department from the ground up. Translated high-level business strategy into technical execution, managing the full product lifecycle (SDLC) for IoT and intelligent devices. Process Automation & Standardization: Established a reusable Hardware Delivery SOP, streamlining the workflow from R&D to mass production. This reduced deployment friction and ensured consistent quality across projects, similar to optimizing pipelines in software automation. Data-Driven Product Strategy: Conducted deep market analysis and user research to define product positioning (e.g., identifying "uniformity" as a key metric). Successfully pivoted product focus based on risk assessment and commercial viability, ensuring high ROI for stakeholders. Cross-Functional Integration: Managed complex integrations involving hardware, firmware, and external vendors. Orchestrated the synchronization of multiple stakeholders (supply chain, R&D, certification bodies), ensuring seamless system interoperability. IP & Innovation: Secured 4 Invention Patents by designing novel functional mechanisms, demonstrating strong capability in technical innovation and problem-solving.