Who is Yi Pan? Overview
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Quick answer
Yi Pan is listed as Science Manager, Rufus at Amazon, based in Sunnyvale, California, United States. AeroLeads shows a matched LinkedIn profile for Yi Pan.
Yi Pan previously worked as Venture fellow at Sav (Scale Asia Ventures) and Software Development Manager, AGI at Amazon. Yi Pan holds Master Of Arts (M.A.), Anthropology (Archaeology) from University Of Washington.
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Email format at Amazon
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Amazon
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Profile bio
About Yi Pan
- Experienced engineering leader with 10+ years of experience in growing high performance teams, building scalable distributed systems and AI infrastructure, training and optimizing LLMs through SFT and RLHF - Experienced in 0 to 1 building engineer team in Conversational AI/LLM Agent.- Proficient in LLM Agent, RAG, Finetuning and familiar with LLM orchestrator framework (i.e., Langchain)- Skilled in leading 50+ cross function global members (product managers, applied scientists, designers, and engineers) to cut through ambiguity and align on mission.- Proficient in impact & data driven agile culture with abundant hands-on abilities and experiences.
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Yi Pan's current company
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6 roles
Yi Pan work experience
A career timeline built from the work history available for this profile.
Venture Fellow
Current
Mar 2023 - Present
Software Development Manager, Agi
Current- Building the SOTA foundational multilingual text-to-text LLM and Multimodal LLM
- Responsible for building the infrastructure and optimizing the LLM through Supervised Finetuning (SFT) and Reinforcement Learning from Human Feedback (RLHF)
- Build a scalable and reliable framework that can train large dense and MoE LLMs (400B+) on GPU clusters and Amazon chips (Trainium) through PPO/DPO
- For PPO, improve training throughput by 5X for 100B+ LLMs
- Build LLAVA based Multimodal LLM through DPO and PPO/Reward ModelBuilding the Multimodal Let’s Chat experience, LLM powered personal assistant.
- Responsible for image retrieval, suggestive pill/hint generation, and layout optimization.
Mar 2018 - Present
Ai Research Engineer, Alexa Prize
- Building Conversational Bot Toolkit (aka Cobot, rival Facebook ParlAI)- Early and tenured member of Alexa Prize, exceptional transition from IC to SDM in < 1 year- Cobot covers NLU, Dialog Manager, State Tracker, NLG, A/B Test, Metrics modules
May 2017 - Feb 2018
Software Development Engineer, Retail
Vendor Terms & Profitability, Retail System- Build a distributed system (powered by Spark, Hive) to auto identify ContraCogs leakage and recommend 1-click solution to fix the leakage - Implemented a vendor-manager-facing website powered by Node.js and Twitter Bootstrap to facilitate simplified agreement creation and better customer experiencePricing.
Aug 2014 - May 2017
Graduate Student
Study Archaeological Information Science and landscape archaeology in China
Sep 2011 - Jul 2014
3 education records
Yi Pan education
Master Of Arts (M.A.), Anthropology (Archaeology)
University Of Washington
Bachelor Of Arts (B.A.), Archaeology
Sichuan University
Master Of Arts (M.A.), Anthropology
University Of Washington
FAQ
Frequently asked questions about Yi Pan
Quick answers generated from the profile data available on this page.
What company does Yi Pan work for?
Yi Pan works for Amazon.
What is Yi Pan's role at Amazon?
Yi Pan is listed as Science Manager, Rufus at Amazon.
Where is Yi Pan based?
Yi Pan is based in Sunnyvale, California, United States while working with Amazon.
What companies has Yi Pan worked for?
Yi Pan has worked for Amazon, Sav (Scale Asia Ventures), and University Of Washington.
How can I contact Yi Pan?
You can use AeroLeads to view verified contact signals for Yi Pan at Amazon, including work email, phone, and LinkedIn data when available.
What schools did Yi Pan attend?
Yi Pan holds Master Of Arts (M.A.), Anthropology (Archaeology) from University Of Washington.
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