Ming Chuan Tsai
Ai Engineer @Elsewhen
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WORK HISTORY
Ai Engineer @Elsewhen
London, GB
Architected and Deployed Agentic ChatbotDesigned and delivered a multi-agent chatbot using LangGraph, Notion (data source), PostgreSQL (vector DB), hosted on Slack and GCP. Built a self-updating document pipeline with auto-chunking, enrichment, and daily embeddings. Completed MVP in 2 weeks.→ Tech Stack: LangGraph, GCP, Slack API, PostgreSQL, Notion API, LLMs- Led Contact Research & Sales Workflow AutomationBuilt a full-stack agentic system to automate contact research, first-reach emails, and next-step suggestions for the sales team. Delivered end-to-end in one week. Designed for Salesforce integration.→ Impact: Accelerated outbound efforts, enhanced targeting precision- Proposal Assessment System for Media RFPsBuilt a generative AI tool to evaluate client RFPs and generate tailored proposals using Google ADK and Streamlit. Implemented complete workflow from ingestion to final UX in a production-ready prototype.→ Designed for use by pre-sales and business development teams- Campaign System EnhancementsRe-architected campaign logic to support agentic workflows, improving segmentation accuracy and range prediction via HYDE-inspired strategies.→ Boosted marketing precision and responsiveness- Cross-Functional DeliveryCollaborated with frontend, DevOps, and product teams to ensure seamless deployment of AI services and adherence to production-readiness standards.
EDUCATION
Sun Yat-sen University
Bachelor, Software Engineering
ABOUT MING CHUAN TSAI
With over 5 years of experience in AI and machine learning, I specialize in developing AI…
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