Hao Yuan (Mark) Chen
AI Research Engineer
Taipei City,TPE
Summary
Forward-thinking research engineer with analytical in approaching industry problems. Confidently tackles complex issues with a solution-oriented mindset. Works great with technical and non-technical personnel on end-to-end development. Talented Engineer with a focus on marrying multiple disciplines to produce cutting-edge products. Leverages data analytics and advanced knowledge of the field to continuously optimize and innovate designs. Highly technical and focused on problem-solving.
Overview
2
2
years of professional experience
3
3
years of post-secondary education
4
4
Certifications
2
2
Languages
Work History
Research Engineer
Institute for Information Industry (III) / Taiwan Association of Quantum Computation and Information Technology (TAQCIT)
2023.08 - 2024.01
- Designed and executed experiments to validate theoretical training scheme for generative model, leading to breakthrough discoveries with significant improvement on image generation
- Led and communicated with multidisciplinary teams towards successful completion of complex projects, fostering collaboration and effective communication among team members a
Researcher
National Taiwan University
2022.08 - 2024.03
- Collaborated with interdisciplinary teams to conduct comprehensive studies and generate valuable insights with 5 to 6 papers authored
- Presented at tier one international conference on quantum machine learning and computing
- Published one high-impact articles in peer-reviewed journals
Technical Founder
Tokai
2022.03 - 2023.12
- Design AI note-taking products to deliver optimal user experience in 1.5 months
- Engineer front-end application with Next.js and React.js
- Set-up system infrastructure with Azure and Azure OpenAI
Education
B.S. in Computer Science - Computer Science
University of London
London, United Kingdom (Remote Program) 2023.01 - 2026.04
Skills
JavaScript
undefinedWebsites
Certification
Azure AI Fundamentals (Microsoft)
Presentations
- Hybrid Quantum Neural Network in High-dimensional Data Classification, Quantum Information Processing (QIP 2024), Taipei, Taiwan, Jan. 2024
- Cloud is all you need - How to utilize cloud computing for your ML research?, Big Data System Class at National Taiwan University, Taipei, Taiwan, Dec. 2023
Competitions
- NTU-IBM Quantum System Users Meeting and Qiskit Hackathon Taiwan, Taipei, Taiwan, August 2023
- Fujitsu Quantum Simulator Challenge Global, Jun. 2023 - Sep. 2023
Awards
- 4th Place, 2023 NASA Space App Challenge (Taiwan), Taipei, Taiwan, 2023
- Global Noinmatee, 2022 NASA Space App Challenge, Taipei, Taiwan, 2022
Publications
- Deep Q-Learning with Hybrid Quantum Neural Network on Solving Maze Problems, Quantum Machine Intelligence, FIRST AUTHOR AND CORRESPONDING AUTHOR https://link.springer.com/article/10.1007/s42484-023-00137-w
- Poster - Hybrid Quantum Neural Network in High-dimensional Data Classification, Quantum Information Processing Conference (QIP 2024), FIRST AUTHOR AND CORRESPONDING AUTHOR, Jan. 2024, Accepted poster submission to QIP 2024
- A novel approach for quantum financial simulation and quantum state preparation, Quantum Machine Intelligence, Peer-reviewing, SECOND AUTHOR, Nov. 2023, Introduction of the multi-Split-Steps Quantum Walk (multi-SSQW), a simulation algorithm using Parameterized Quantum Circuits for complex probability distributions, particularly in financial markets.
- Quantum Embedding with Transformer for High-dimensional Data, Pre-print, FIRST AUTHOR AND CORRESPONDING AUTHOR
Accomplishments
- Significant accuracy and F1 score improvement by introducing novel model architecture for binary classification tasks on high-dimensional dataset
- Present research finding at the top academic journal (IF: 5.64) and conference (tier one quantum computing conference)
Timeline
Research Engineer
Institute for Information Industry (III) / Taiwan Association of Quantum Computation and Information Technology (TAQCIT)
2023.08 - 2024.01
B.S. in Computer Science - Computer Science
University of London
2023.01 - 2026.04
Researcher
National Taiwan University
2022.08 - 2024.03
Technical Founder
Tokai
2022.03 - 2023.12
Azure AI Fundamentals (Microsoft)
Production Machine Learning Systems (Google)
Cloud Computing Microsoft Azure, Azure AI, and Data Certificates
DevOps MLOps | Machine Learning Operations (Duke University)
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