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Lei Ding Email & Phone Number
Researcher Phd Candidate
at
University of California, Santa Cruz
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Role
Researcher Phd Candidate
Location
Santa Cruz, California, United States
Who is Lei Ding? Overview
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Lei Ding is listed as Researcher Phd Candidate at University of California, Santa Cruz, based in Santa Cruz, California, United States. AeroLeads shows a matched LinkedIn profile for Lei Ding.
Lei Ding previously worked as Senior Data Scientist & ML Architect at Sap and Lead Architect at Sap. Lei Ding holds Master, Computer Science from Sichuan University.
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Email format at University of California, Santa Cruz
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University of California, Santa Cruz
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Profile bio
About Lei Ding
At UC Santa Cruz, my research revolves around pioneering LLM-based acting agents, with a focus on transformative solutions in plan generation, action prediction, and execution proxies. This innovative work directly informed my tenure as a Senior Data Scientist & ML Architect at SAP, where we developed intelligent commerce infrastructure that leverages streaming analysis and reinforcement learning.Spearheading the intelligence aspect of CAAS 2.0, my role involved crafting scalable frameworks that optimize customer purchase operations. My expertise in intelligent agents and machine learning algorithms has positioned our team to set industry benchmarks, all underscored by my commitment to pushing the boundaries of AI in interactive systems.
Listed skills include .Net, Java, Abap, C#, and 16 others.
Current workplace
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University Of California, Santa Cruz
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6 roles
Lei Ding work experience
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Researcher Phd Candidate
CurrentMy research area is LLM-based acting agents, mainly focusing on building LLM-based acting agents to explore and complete tasks given specific goal. To be specific, it includes plan generation by LLM,plan discovery and extraction from web search (planning), building models to predict appropriate actions given application context (action prediction), and.
Sep 2022 - Present
Senior Data Scientist & Ml Architect
Working as senior data scientist & architect for Cart As A Service (CAAS) 2.0 on SAP YAAS. Mainly focus on intelligence of CAAS 2.0, including research and investigation for machine learning algorithm for rich data involving with customer cart behavior (streaming analysis, reinforcement learning for optimization of customer purchase operation for.
May 2017 - Sep 2022
Lead Architect
Works as architect & senior developer in CRM & CEC engagement center, mainly focusing on YAAS CEC application development and further optimization(performance, scale-out, technical guideline, automatic discovery of cloud service status etc.), esp, technical investigation and prototype-to-product.
Mar 2015 - May 2017
Data Scientist & Architect
Work as Architect & Senior Developer in SAP Nanjing innovation center for team initial setup and technical architect for big data solution on SAP HANA platform for smart traffic, fossil research, etc.I mainly focus on high performance algorithm(AFL implement in HANA, ESP&HANA), application architect design, esp. technical investigation and.
Mar 2012 - Mar 2015
Developer
ByDesign Application Developer.1, From 2007 to 2008, I focused on Light Composite of ByDesign application development;2, From 2009 to 2012, I worked with ByDesign studio team for Platform Tool Development, esp. visual studio plugin, tool integration, technical investigation and prototype-to-product.
Feb 2007 - Mar 2012
2 education records
Lei Ding education
Master, Computer Science
Doctor Of Philosophy - Phd, Machine Learning, Interactive Dailog System
FAQ
Frequently asked questions about Lei Ding
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What company does Lei Ding work for?
Lei Ding works for University of California, Santa Cruz.
What is Lei Ding's role at University of California, Santa Cruz?
Lei Ding is listed as Researcher Phd Candidate at University of California, Santa Cruz.
Where is Lei Ding based?
Lei Ding is based in Santa Cruz, California, United States while working with University of California, Santa Cruz.
What companies has Lei Ding worked for?
Lei Ding has worked for University Of California, Santa Cruz and Sap.
How can I contact Lei Ding?
You can use AeroLeads to view verified contact signals for Lei Ding at University of California, Santa Cruz, including work email, phone, and LinkedIn data when available.
What schools did Lei Ding attend?
Lei Ding holds Master, Computer Science from Sichuan University.
What skills is Lei Ding known for?
Lei Ding is listed with skills including .Net, Java, Abap, C#, Web Services, Objective C, Eclipse, and C++.
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