Daniel HUANG

AI & Machine Learning Engineer • Beijing, Beijing, CN

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pandas

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IntelliJ IDEA

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Python

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Available for hire fromNegotiable

Contracts

Computer Vision R&D Engineer | AI-Powered AR | Master's in Computer Science

With a Master's degree in Computer Science from Tsinghua University and an Engineer's degree in Telecommunication from Télécom SudParis, I have a strong foundation in technology and engineering. My experience includes developing AI-powered Augmented Reality (AR) technology as a Computer Vision R&D Engineer at Qingguang Innovation Technology Ltd. I also volunteered at the Association for the Advancement of Artificial Intelligence (AAAI-24) and worked as an Assistant Ingénieur de Recherche at Huawei Paris Research Center, where I studied Deep Learning Computing Acceleration. Additionally, I served as a course assistant at Télécom SudParis, facilitating interactive communication for remote seminars. My diverse educational background and professional experience have equipped me with a solid understanding of cutting-edge technologies and a passion for innovation.

Projects

ExpeL Agent, NLP Research paper (Published @ AAAI 2024)

- Pioneering cutting-edge research in LLM agents. - Enabling Large Language Model (LLM) Agents to autonomously aggregate and distill intricate knowledge across diverse tasks, fostering informed decision-making capabilities.See More

Research and Surveys in Machine Learning

- Reinforcement Learning Research Survey: explored methods such as Q-Learning, Deep Q Learning, Deep Deterministic Policy Gradient, Twin Delayed DDPG. - Environment Robustness via Vision-Based RL: explored the Cartpole environment's robustness by enhancing model reliability (DQN and PPO) with data augmentation and state bottleneck techniques.See More

Android Application Development

- GATE/BME: transformed a Microsoft Excel (VBA) medical assessment sheet into a digital platform (Android) for occupational therapy professionals. - AQUARIUS: developed a portable game to enhance productivity by reducing phone usage during work, using a Model View Controller architectural pattern.See More

Work History

Computer Vision R&D Engineer

Qingguang Innovation Technology Ltd.Oct 2023 - Mar 2024 • 6 mosDeveloped an AI-powered Augmented Reality (AR) assistant. Prototype MVP and implemented CV models on resource-constrained devices (NVIDIA Jetson Nano).

AAAI-24 Student Volunteer

Association for the Advancement of Artificial Intelligence (AAAI)Feb 2024 - Feb 2024 • 1 moAssisted with various tasks during the conference, such as registration, attendee guidance, session support, and general logistical assistance. Overall, the role is to ensure the smooth operation of the conference and enhance the experience for all attendees.

Assistant ingénieur de recherche

Huawei Paris Research CenterJun 2021 - Sep 2021 • 4 mosStudied Deep Learning Computing Acceleration. Leveraged deep learning (DL) on different scales of devices efficiently. Implemented optimized solutions as software code and integrate into MindSpore over the worlds fastest AI processor Ascend.

Course assistant - Seminar broadcasting and middleman

Télécom SudParisSep 2020 - Jul 2021 • 11 mosFacilitated interactive communication for remote seminars between professors and students, adapting to the challenges presented by the COVID-19 pandemic

Education

Tsinghua University

Master's degree, Computer Science2022 - 2024

Télécom SudParis

Engineer's degree, Telecommunication2020 - 2024

Lycée Charlemagne Paris 04

Classes préparatoires aux grandes écoles (CPGE), MPSI1/MP (Math Physics Engineering Sciences)2018 - 2020

Lycée Sophie Germain Paris 04

Baccalauréat général, Sciences (specialization mathematics)2015 - 2018

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