大语言模型训练与部署
→
Summary
Focused on pre-training, instruction fine-tuning, and chain-of-thought training based on GPT-2, aiming to optimize model performance and efficiency.
褚士钧
AI Product Manager | Data Scientist
Shenzhen, CN.About
A results-driven AI Product Manager and Data Scientist with a Master's in Data Science and entrepreneurial experience, adept at leveraging advanced AI/ML technologies to drive product innovation, optimize operations, and generate significant business value. Proven ability to translate complex data into actionable strategies, lead cross-functional initiatives, and deliver quantifiable impact, demonstrated by improving AI product accuracy by 41% and securing over ¥400K in funding for a startup.
Projects
大数据市场营销
→
Summary
Developed a large-scale shopping data analysis and advertising strategy system based on DataBricks Spark, focusing on optimizing marketing campaigns.
Work
广州三毛信息科技有限公司
|AI产品经理
→
Summary
Drove the development and optimization of AI products, leveraging advanced technologies to enhance user experience and operational efficiency, directly generating significant business value.
Highlights
Spearheaded the design of an AI-powered scenic spot audio guide, utilizing Multi-Agent TTS+RAG (Dify) technology to achieve real-time, 2-second first-token latency for responsive user guidance.
Optimized a 40 million Token knowledge base through GraphRAG implementation, elevating query accuracy from 54% to over 95% and streamlining information retrieval.
Consulted 15 senior management personnel on AI transformation, delivering strategic insights on business decisions, operations, and product development, resulting in over 200,000 RMB in direct profit.
求索之路(深圳)科技有限公司
|创始人(CEO)
→
Summary
Led a technology startup from inception to growth, securing substantial funding and achieving significant user engagement through strategic product development and marketing initiatives.
Highlights
Authored and iterated 3 generations of educational website PRDs and business models, securing over 400,000 RMB in funding and achieving 2 million+ PV and 30,000+ RU within 3 months.
Designed and executed collaborative promotion strategies with general knowledge Up-stream content creators, resulting in a single promotional video exceeding 970,000 views and attracting over 20,000 followers on Bilibili.
Directed new media operations for Professor Ye Shuai's IP at CUHK (Shenzhen), generating 10+ video content ideas from trend analysis, achieving 36,000+ followers, 10,000+ average views, and over 50,000 RMB in commercial profit.
Education
香港中文大学(深圳)
→
理学硕士
数据科学
Courses
数据挖掘
强化学习
大语言模型理论与应用
大数据市场营销
香港中文大学(深圳)
→
工商管理学士
金融科技
Courses
机器学习
人工智能
数据结构
数据库
最优化