Eric Lio

Email
lioeric2003@gmail.com
Resume
Download Resume
Location

Madison, Wisconsin, USA

About me

Currently:
🧑‍💻@Microsoft Software Engineer Intern
🧑‍💻@UW-Madison URA-Professor Yuhang Zhao
🧑‍💻@UW-Madison Peer Mentor CS 540
🏫@UW-Madison: Computer Science, Data Science, Game Design

Previous:
🧑‍💻@Pachira Reasearch Intern
🧑‍💻@Tencent Frontend Developer
🧑‍💻@Pachira NLP Intern,
🧑‍💻@UW-Madison URA-Professor Yingyu Liang,
🧑‍💻@Vodatel-MegaDataTech
🏫@Cleveland STEM High School

What i'm working

Visual Saliency

Working on a research project with Professor YuHang Zhao & PHD Yuheng Wu, focusing on visual saliency.
LLM + HCI

Participated in the research and investigation of AI big model based hybrid interaction system, involving the integration of traditional NLP module and AI big model module. The main focus is on how these techniques can improve the system's responsiveness and comprehension accuracy, while ensuring the coherence of the user's contextual information during the interaction.
Frontend Backend Web developer

Experienced Internship and part-time side project in Web development.
Deep Learning

Researching in Deep Learning, expectially in Natural Language Processing with Transformer and Reinforcement Learning.
Explorer

New technology, new culture, new people, new places, new food, new life style, new everything.

Quotes

Eric Lio

看不清未来时，就比别人坚持久一点
里森

功不唐娟，玉汝于成
Satya Nadella

I must work hard – not to climb the ladder, but to do important work.
Elon Musk

Persistence is very important. You should not give up unless you are forced to give up.

Resume

Experience

Software Engineer Intern @Microsoft
2024.05 — Present Redmond, Washington, USA
Software Engineer Intern - Under Experiences + Device ->Microsoft Word
Undergraduate Research Assistance @University of Wisconsin-Madison Dept. Computer Science
2024.1 — Present Madison, Wisconsin, USA
Adviced by, Professor YuHang Zhao & PHD Yuheng Wu
ar-saliency
Research Intern @Pachira
2023.11 — Present Remote
- Participated in the research and investigation of AI big model based hybrid interaction system, involving the integration of traditional NLP module and AI big model module. The main focus is on how these techniques can improve the system's responsiveness and comprehension accuracy, while ensuring the coherence of the user's contextual information during the interaction.
- Focuses on applying function invocation techniques to in-vehicle HCI tasks. This includes understanding how complex user commands can be processed through AI models and translated into calls to external service interfaces for real-time and accurate feedback.
Software Engineer Intern @Tencent
2023.06 - 2023.08 Shenzhen, Guangdong, China
- Frontend Developer Intern at CSIG (Cloud & Smart Industries Group)
- Spearheaded frontend development initiatives for B2B products, focusing on enhancing user experience and interface functionality.
- In AI Assistance Product Center team, integrating AI-driven features to deliver intelligent business solutions.
- Delivered on multiple key projects, ensuring frontend solutions were scalable, robust, and aligned with business requirements
Undergraduate Research Assistant @University of Wisconsin-Madison Dept. Computer Science
2023.01 - 2023.05 Madison, Wisconsin, USA
Adviced by, Professor Yingyu Liang
- Deep learning / Graph Neural Networks / Representation Learning
- Pre-trained representations learning
NLP Developer @Pachira
2022.10 - 2023.05 Remote
- Dialogue management: dialogue strategy, dialogue state tracking.
- Under team that do and research about dialogue state tracking for Toyota Japan.
Provide end users with "cloud + core + terminal" integrated automotive intelligent interactive services.
Track information exchanged between the system and the user, such as the user's goals, preferences, and constraints, and the context of the conversation.
Undergraduate Research Assistant @University of Wisconsin-Madison Dept. Material Science
2022.09 - 2022.12 Madison, Wisconsin, USA
Adviced by, Professor Dane Morgan --Informatics Skunkworks Group Fall 2022
- Cloud Based Prediction Tools for Materials Properties, Machine Learning in chemsitry and material science
Software Engineer Intern @Vodatel - MegaDataTech
2022.07 - 2022.08 Macao, Macao S.A.R
- Web support and develop, Cyber Security
Undergraduate Student Researcher @Carnegie Mellon University Dept. Computer Science
2020.07 - 2020.10 Remote
Adviced by, - Algorithms for Big Data - David Woodruff (Instructor)
1) Studied in basic algorithm dynamic programming, hash, data structure, and double algorithm design (the models and its optimization).
Adviced by, - Computer Networks & Telecommunication - Bill Nace (Instructor)
1) Exploring HTTP, TCP, IP, WiFi deeply to build skills for exploring Internet Protocol Version 6 and 5G cellular networks.

Education

University of Wisconsin-Madison
2021.09 - Present Madison, Wisconsin, USA
Bachelor
Majoring in: Computer Science and Data Science
Certificate in: Game Design
Cleveland High School (Seattle)
2017.09 - 2021.05 Seattle, Washington, USA
4 Year High School
GPA 3.909/4.0
Class of 2021 ELITE EAGLES TOP 10