Vincent .

Co-Founder

Singapore, Singapore4 yrs experience
Most Likely To SwitchAI Enabled

Key Highlights

  • 15+ LLM/AI publications in top conferences
  • Developed AI Detection Algorithm for Bing
  • Founder of Data-Centric AI startup
Stackforce AI infers this person is a Data Science and AI specialist with a focus on quantitative research and algorithm development.

Contact

LinkedIn

Skills

Core Skills

Quantitative ResearchMachine LearningData Analysis

Other Skills

Statistical ResearchAlgorithmic TradingNatural Language Processing (NLP)Price/Volume Alpha ResearchAlternative alpha researchDeep LearningDiffusion model3D GenerationData-Centric AI Framework3D Object DetectionLLM architectureDistributed deep learningMulti-task learningSegmentationDepth estimation

About

5min-to-weekly us/cn equity statistical arbitrage. 15+ LLM/AI publications on top AI conference/journal. LLM Post-training/LLM Memory/LLM Self evolution

Experience

Global hedge fund

Quantitative Researcher

Aug 2024 – Present · 1 yr 7 mos · Singapore

  • US/CN equity, medium-to-low frequency alpha research. (From 5min to weekly)
  • Alternative Data, ML, NLP, GenAI, LLM, Agent, RL
Quantitative ResearchStatistical ResearchAlgorithmic TradingMachine LearningNatural Language Processing (NLP)

上海锐天投资管理有限公司

Quant Researcher

Feb 2024 – Feb 2024 · 0 mo

  • Alternative alpha.
  • 4 months alpha research with full-time offer.
Alternative alpha researchQuantitative Research

Worldquant

Consultant

Jan 2024 – Aug 2024 · 7 mos

  • - Price/Volume Alpha Research.
Price/Volume Alpha ResearchQuantitative Research

Microsoft

Research Intern

Jan 2023 – Jun 2023 · 5 mos

  • Microsoft Research Asia. My new AI Detection Algorithm was integrated into Bing(Edge browser).
  • Microsoft Research Asia's Star of Tomorrow
  • Machine Learning, Deep Learning
Machine LearningDeep Learning

Sea

Research Intern

Jul 2022 – Dec 2022 · 5 mos

  • Sea AI Lab(singapore)
  • Machine Learning, Deep Learning, Diffusion model. 3D Generation.
Machine LearningDeep LearningDiffusion model3D Generation

Tinydata-ml

Founder

Jun 2022 – Dec 2022 · 6 mos

  • Startup
  • Data-Centric AI Framework for AI+X
Data-Centric AI FrameworkData Analysis

Alibaba group

Research Intern

Dec 2021 – Jul 2022 · 7 mos · Beijing, China

  • Alibaba DAMO Academy.
  • Machine Learning, Deep Learning, 3D Object Detection.
Machine LearningDeep Learning3D Object Detection

腾讯

Research Intern

Jun 2021 – Sep 2021 · 3 mos · 中国 上海

  • Tencent AI Lab. LLM architecture and acceleration.
  • Rank 1st(1/2000) at CLUE Benchmark.(Classification Track, World ranking)
  • Research on Large scale machine learning and Distributed deep learning.
LLM architectureDistributed deep learningMachine Learning

Nanyang technological university

Research Assistant

May 2021 – Nov 2021 · 6 mos · Remote

  • Research on Machine Learning system. It's a really exciting project!
Machine Learning

Baidu, inc.

Research Intern

Nov 2020 – May 2021 · 6 mos · 中国 北京市 海淀区

  • Publish a paper at ACM Multimedia (Main Track, First Author)
  • Research on Multi-task learning, Segmentation and Depth estimation.
Multi-task learningSegmentationDepth estimationMachine Learning

Education

Peking University

Master’s Degree — Electrical Engineering

Jan 2021 – Jan 2024

Peking University

undergraduate exchange student(research) — Computer Science

Sep 2018 – Jun 2021

Tsinghua University

Undergraduate exchange student(research) — Mechanical Engineering

Dec 2018 – Dec 2019

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