Ye (Charlotte) Qi

Software Engineer

Mountain View, California, United States10 yrs 7 mos experience
Most Likely To SwitchAI ML Practitioner

Key Highlights

  • Expert in large-scale LLM inference infrastructure.
  • Led production deployment of Meta's first inference accelerator.
  • Strong background in machine learning and AI infrastructure.
Stackforce AI infers this person is a specialist in AI Infrastructure and Machine Learning systems.

Contact

LinkedIn

Skills

Core Skills

Machine LearningDeep LearningAi Infrastructure

Other Skills

CJavaPythonC++LinuxMySQLData VisualizationHadoopMapReduceMatlabGitMongoDBVerilogHTMLLaTeX

About

Experienced ML system engineer on high-performance large-scale LLM inference infrastructure and recommendation systems.

Experience

Meta

2 roles

Software Engineer

Jul 2023 – Present · 2 yrs 8 mos · Menlo Park, California, United States

  • MSL Inference Infra (tech lead)
  • Building inference engine, vLLM committer
  • Inference system scalability and efficiency
  • New model and hardware enablement
  • Agentic inference and tool use
  • Model serving platform
CJavaPythonC++LinuxMachine Learning+1

Software Engineer, Production Engineering

Mar 2018 – Jun 2023 · 5 yrs 3 mos · Menlo Park, California, United States

  • AI Infra ML CI/CD (tech lead)
  • Release and reliability for RecSys trainer ecosystem
  • Ads Model Serving Infra (production engineering tech lead)
  • Productionized Meta's first inference accelerator deployment on ads ranking models
  • Optimized cross region distributed inference model placements and deployments for large ads retrieval models
  • Initiated model as a microservice architecture change
  • Model and ML experiment serving life cycle management
  • Ads Core Serving Infra
  • Enabled hardware aware A/B testing infra with elastic capacity
  • Optimized capacity allocation across top ads delivery services
  • AI Infra Inference Platform
  • Runtime release automation
  • Dynamic autoscaling
  • Customer onboarding
CJavaPythonC++LinuxMachine Learning+5

Facebook

Production Engineering Intern

May 2017 – Aug 2017 · 3 mos · Menlo Park, California

  • Data Infra
  • Workload pattern analysis for Meta's distributed file system with BPF

Carnegie mellon university

Graduate Teaching Assistant

Jan 2017 – May 2017 · 4 mos · Pittsburgh, PA

  • Search Engines (11-642/11-442), instructed by Prof. Jamie Callan

Club factory

Software Engineer Intern

Mar 2016 – Jun 2016 · 3 mos · Hangzhou, Zhejiang, China

  • Data Engineering

Uc davis

Summer Research Intern

Jul 2015 – Sep 2015 · 2 mos · Davis, CA

  • Visualization and Interface Design Innovation (ViDi) Research Group

Zhejiang university

Undergraduate Research Assistant

Apr 2014 – Jan 2016 · 1 yr 9 mos · Hangzhou, Zhejiang, China

  • Visual Analytics Group, State Key Lab of CAD & CG
  • Middleware Research Group, Advanced Computing and System Laboratory

Education

Carnegie Mellon University

Master's degree — Computer Science

Jan 2016 – Jan 2017

Zhejiang University

Bachelor of Engineering (B.Eng.)

Jan 2012 – Jan 2016

University of California, Berkeley

Summer Session

Jan 2014 – Jan 2014

Nanjing Foreign Language School

High School Diploma

Jan 2006 – Jan 2012

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