Eric Yu Email and Phone Number
Highly skilled LLM & NLP Machine Learning Engineer. Proven leadership in driving machine learning projects, enhancing business outcomes, mentoring junior team members, and collaborating with global teams.Expertise in developing and optimizing LLM systems, implementing RAG frameworks, and building efficient data pipelines.
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Machine Learning EngineerKingsoft Office Software Corporation LimitedGermany -
Senior Machine Learning EngineerInsnail Insurance Sep 2023 - Jul 2024• Led development of a graph-based LLMs multi-round dialogue system, achieving 70% task automation and $100K in SaaS profit. • Optimized LLM performance through Supervised Fine-Tuning (SFT), reducing response time from 60s to 10s. • Engineered high-performance data pipelines processing 500GB of heterogeneous data and enhanced RAG framework, improving top-5 hit rate from 60% to 90%.
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Senior Machine Learning EngineerKingsoft Office Software Corporation Limited Oct 2022 - Sep 2023Palo Alto, California, Us• Led WPS AI's NL2Formula project, launching with 90% accuracy and attracting 100K+ users in first week. • Architected core system components and generated 200K+ training examples for LLMs. • Built automated data pipeline reducing manual effort by 80% and increasing team throughput 5x.
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Machine Learning EngineerKingsoft Office Software Corporation Limited Oct 2021 - Oct 2022Palo Alto, California, Us• Developed column name standardization system using BERT-based architecture, achieving 95% accuracy.• Developed spreadsheet column recommendation feature, increasing user conversion from 4% to 11%.
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Machine Learning Research AssistantUniversity Of Michigan Jan 2021 - Sep 2021Ann Arbor, Michigan, Us• Developed post quality evaluation classifier improving DAU by 5%. • Created teaching materials with NumPy implementations. -
Data AnalystLife Singularity, Inc. Oct 2020 - Dec 2020Basking Ridge, New Jersey, Us• Enhanced patient follow-up rates using Random Forest Model.• Automated data labeling via AWS API.
Eric Yu Education Details
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The Johns Hopkins UniversityInformation Systems -
Skidmore CollegeHistory
Frequently Asked Questions about Eric Yu
What company does Eric Yu work for?
Eric Yu works for Kingsoft Office Software Corporation Limited
What is Eric Yu's role at the current company?
Eric Yu's current role is Machine Learning Engineer.
What schools did Eric Yu attend?
Eric Yu attended The Johns Hopkins University, Skidmore College.
Who are Eric Yu's colleagues?
Eric Yu's colleagues are Vicky Hou, Jianyu Yang, 田亚林, Zhang Mingqi, 王腾强, Shaogang Sun, Jack Yu.
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