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PM - C2C_Yuan

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I am a serial Entrepreneur and tech-savvy innovator. My experience includes Software Development Manager at Microsoft, VP of Wells Fargo, EVP at Persistent systems.I have successfully built two companies that were acquired by HP and Persistent System.

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PM - C2C_Yuan Posted blog

Building Enterprise Chatbots with Alibaba Cloud Qwen and Business Knowledge

Enterprise chatbots have evolved from simple question-answering systems into intelligent assistants that can help employees, customers, and business teams access information more efficiently.

PM - C2C_Yuan Posted blog

AI-Powered Document Processing and Intelligent Extraction on Alibaba Cloud

Organizations process large volumes of documents every day, including invoices, contracts, forms, reports, emails, and business records.

PM - C2C_Yuan Posted blog

Designing Multi-Agent Enterprise Systems with Alibaba Cloud

Enterprise AI is evolving beyond single chatbots and standalone AI assistants. Organizations are increasingly exploring multi-agent systems where mult...

PM - C2C_Yuan Posted blog

Enterprise AI Security Guardrails: Protecting Sensitive Data with Alibaba Cloud

As organizations adopt AI across customer service, internal operations, knowledge management, and business automation, protecting sensitive information becomes a critical requirement.

PM - C2C_Yuan Posted blog

Vector Databases for Enterprise AI: Designing High-Performance Semantic Search on Alibaba Cloud

Enterprise AI applications often need to retrieve relevant information from large collections of documents, knowledge bases, reports, and business records.

PM - C2C_Yuan Posted blog

Human-in-the-Loop AI Systems: Balancing Automation and Oversight in Enterprise Workflows

Abstract: Enterprise AI systems are increasingly being used to analyze information, generate recommendations, and automate business workflows.

PM - C2C_Yuan Posted blog

Building Real-Time AI Applications with Alibaba Cloud Function Compute and Event-Driven Architecture

Many enterprise AI applications need to process information as events occur rather than waiting for scheduled updates or manual requests.

PM - C2C_Yuan Posted blog

Enterprise AI Cost Optimization: Managing Inference and Resource Usage on Alibaba Cloud

As enterprise AI adoption grows, organizations are increasingly focused on managing operational costs.

PM - C2C_Yuan Posted blog

Building Secure Enterprise AI APIs with Alibaba Cloud API Gateway and Model Studio

Enterprise AI applications often need to expose models and intelligent services through APIs. However, directly exposing model endpoints can create ch...

PM - C2C_Yuan Posted blog

From AI Prototype to Production: How to Evaluate Enterprise AI Applications with Alibaba Cloud Model Studio

Building an AI prototype is only the first step toward deploying an enterprise application. A prototype may demonstrate that a model can generate usef...

PM - C2C_Yuan Posted blog

Beyond RAG: Designing Enterprise AI Workflows with Models, APIs and Functions

Retrieval-Augmented Generation (RAG) helps enterprise AI applications access relevant information from business data.

PM - C2C_Yuan Posted blog

AI Agents Need Observability: Monitoring, Debugging and Governing Agentic Applications on Alibaba Cloud

AI agents are becoming increasingly capable of handling complex enterprise tasks. They can retrieve information, call APIs, execute workflows, and interact with multiple systems.

PM - C2C_Yuan Posted blog

Qwen for Enterprise AI: From Model Capability to Business Applications

Enterprise AI adoption is moving from experimenting with large language models to building applications that solve specific business problems.

PM - C2C_Yuan Posted blog

From Documents to Intelligence: Designing Enterprise Knowledge Bases with Alibaba Cloud

Enterprises generate large volumes of information across policies, technical documents, product manuals, reports, and internal repositories.

PM - C2C_Yuan Posted blog

Building Enterprise AI Agents with Alibaba Cloud

Enterprise AI is moving beyond simple LLM-based applications toward agents that can reason, retrieve enterprise knowledge, use tools, and execute multi-step tasks.

PM - C2C_Yuan Posted blog

Building Enterprise RAG Applications with Alibaba Cloud Model Studio

Generative AI is transforming how organizations interact with information, but large language models alone cannot access an enterprise's latest internal knowledge.

PM - C2C_Yuan Posted blog

Designing Enterprise AI Agent Architectures with Alibaba Cloud

Large language models have made it possible for enterprises to build applications that understand natural language, generate content, summarize information, and answer questions.

PM - C2C_Yuan Posted blog

Active Learning Feedback Loops for Production Machine Learning Systems on Alibaba Cloud

This article examines how Alibaba Cloud's inference, logging, labeling, and training services compose into a closed active learning loop that selectiv...

PM - C2C_Yuan Posted blog

Knowledge Graph Construction from Unstructured Data Using Large Language Models on Alibaba Cloud

This article examines how Alibaba Cloud's inference, logging, labeling, and training services compose into a closed active learning loop that selectiv...

PM - C2C_Yuan Posted blog

Real-Time Fraud Detection Pipeline Architecture on Alibaba Cloud

This article examines how Alibaba Cloud's streaming, feature-store, and inference services compose into a sub-second fraud detection pipeline that sco...

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