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Jianbo Wu - Field Application Engineer in Santa Clara, CA

Jianbo Wu

Mid-level AI/ML Engineer specializing in LLM reasoning and inference optimization

TenstorrentUC MercedSanta Clara, CA4 Years ExperienceMid LevelWorks On-Site

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About

Former Field Application Engineer at TestTorrent supporting proprietary hardware deployments. Built and integrated customer-requested benchmarking (including MLPerf-style work) by adapting GPU benchmark implementations and validating performance against NVIDIA baselines, plus delivered a backend fix that enabled customer performance testing and helped close a deal. Also has experience running models on AWS/GCP with multi-instance cost optimization techniques like memory offloading.

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Key Strengths

  • Implemented customer-specific benchmarks for proprietary hardware by adapting from NVIDIA/EVDS examples
  • Hands-on debugging and delivery of backend fix enabling customer performance testing and supporting a deal close
  • On-site customer support for machine installation and environment/library configuration
  • Cloud experimentation at scale (AWS/GCP) with multi-host/multi-instance management and cost optimization via offloading

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Experience

Field Application EngineerTenstorrent · Jun 2025 – Dec 2025
Research AssistantUniversity of California, Merced · Nov 2022 – Jun 2025part-time
Quantitative Researcher (Intern)Kafang Tech · Aug 2022 – Nov 2022internship
Software Engineer (intern)Apaw Talk · Oct 2021 – Aug 2022internship
Research & Develop Engineer (intern)Alibaba Cloud · Jul 2021 – Oct 2021internship
Assistant Researcher (intern)Transflow · Mar 2021 – Jul 2021internship

Education

UC Mercedmaster, Computer Science (2025)
Nanjing University of Posts and Telecommunicationsbachelor, Software Engineering (2022)

Awards

  • Bobcat Fellowship - UC Merced (May 2023)
  • Puxin Elite Scholarship - NJUPT (2021)
  • First Prize, Digital China Innovation Competition (Robot Track Software Group) - NJUPT (2020)

Languages

English

Publications

7 publications

Large language model reasoningLLM inference optimization and offloadingMonte Carlo tree searchMultimodal reasoning and vision-language modelsCXL memory systems and performance characterizationDiffusion model personalization (LoRA)Test-time scaling and controllable inference

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Jianbo WuMid-level AI/ML Engineer specializing in LLM reasoning and inference optimization