About

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My name is Fengli Wu (吴风励). I'm a graduate student at UNC-Chapel Hill. I have 3+ years of experience in data science and AI. Now I'm interested in and building things related to Multimodal AI Agents, RAG Systems, Edge Computing, AIoT, etc.

I'm a First Principles thinker and doer.

[𝕏] [GitHub]
Email: X at Y dot Z (X=fengliwu, Y=unc, Z=edu)

Experience

Dec 2024 - PresentChapel Hill, NC, USA

Graduate Research Assistant

University of North Carolina at Chapel Hill

Multimodal Agentic RAG Systems — Intelligent Document Processing

Feb 2024 - Aug 2024Shanghai, China

Data Science Intern, Applied AI Research

Volvo Cars

Transformer-Based Multivariate Time Series Models, End-to-End Machine Learning Pipelines, Data Infrastructure — Battery State-of-Health Estimation and Prediction, Failure Prediction

Jun 2023 - Dec 2023Shanghai, China

Data Analytics Intern

Hello

Machine Learning Models, Big Data Pipelines, A/B Tests — Dynamic Pricing

Jun 2023 - Sep 2023Shanghai, China

Undergraduate Student Researcher

Shanghai University

Genetic Algorithms — Fresh Produce Distribution Path Optimization

Jun 2022 - Feb 2023Shanghai, China

Data Analysis Intern

Aon

Statistical Analyses, Data Processing, Web Development — Benefits Product Optimization

Aug 2021 - Mar 2022Shanghai, China

Founding Intern

Haita Tech

Data Manipulations — Performance Analysis, Operations, Marketing

Education

Aug 2024 - PresentChapel Hill, NC, USA

M.S., Information Science, Computer Science Minor

University of North Carolina at Chapel Hill

Deep Learning, Multimodal AI, Statistical Deep Learning, Distributed Systems, Embedded Intelligent Systems, Sensor Systems and Data Science, Information Retrieval, Data Mining

Aug 2024 - PresentDurham, NC, USA

Graduate Interinstitutional Registration Program

Duke University

Information Theory, Signal Processing and Applied Mathematics, Sensor Array Signal Processing

Sep 2020 - Jun 2024Shanghai, China

Bachelor's, Information Management and Information Systems

Shanghai University

Computer Vision, Machine Learning, Data Science, Internet of Things, Operations Research, Knowledge Management Systems, Data Warehouse, Financial Computing and Programming, Systems Analysis and Design, Data Structures and Algorithms, Advanced Program Design, Statistics, Databases, Object-Oriented Programming, Linear Algebra, Calculus