Engineer Intern Learning

Nguyen Qui Vinh Quang

Ho Chi Minh City, Viet Nam

033******* ******************@*****.*** nguyenquivinhquang nguyenquivinhquang Work Experience

Computer Vision and Image Processing Lab (CVIP Lab) Ho Chi Minh, Vietnam INTERNATiONAL UNiVERSiTY ViETNAM NATiONAL UNiVERSiTY, SCHOOL OF COMPUTER SCiENCE AND ENGiNEERiNG Sep. 2019 Current

• Achieved 3+ international computer vision and image retrieval awards and accepted more than 4 papers in international conferences and journals by implementing and proposing new machine learning model.

• Have been guiding and leading 10+ members in data structures, algorithms, and programming skills.

• Boosted 150% team’s performance in data pre processing phase for over 1TB dataset by developing tools to support labelling and visualization using Python and Streamlit library.

• Organized approximately 25 contests for competitive programming by developing and deploying online judges. cPay Technology Melbourne, Australia

MACHiNE LEARNiNG ENGiNEER INTERN Jul. 2021 Sep. 2021

• Improved a 5% increase in the precision of time series forecasting by investigating causal analysis techniques.

• Implemented cutting edge speech recognition algorithms. Projects

NVIDIA AI City Challenge 2023

TRACK 1: MULTi CAMERA PEOPLE TRACKiNG Jan. 2023 Apr. 2023

• Our team has developed a cutting edge system for tracking people across multiple cameras that have yielded 94.17 % IDF1 scores. We utilized synthetic data for training and tested our framework on real data, resulting in high accuracy and efficiency. Additionally, we proposed an r matching algorithm, further improving the 8.46% compared with the baseline model. As a result, we achieved a top 2 on both the public and private test set among total 44 teams in AI City Challenge 2022. NVIDIA AI City Challenge 2022

TRACK 2: TRACKED VEHiCLE RETRiEVAL BY NATURAL LANGUAGE DESCRiPTiONS Jan. 2022 Apr. 2022

• Our team proposed a robust natural language based vehicle retrieval system with a new domain adaptive training method which can enhance the model’s knowledge and tackle the domain bias problem. In addition, the proposed framework requires less than 50% computation ca pability compared to previous top performance methods but still yields a competitive result in AI City Challenge 2022 with top 2 on both the public and private test set among total 15 teams.

International University

SAViNG STUDENT RECORD

• This project focus on designing a database using SQL and implementing the application for saving student record. Honors & Awards

AI CHALLENGE

The 7th NVIDIA AI City Challenge of Conference on Computer Vision and Pattern Recognition, Vancouver, Canada 2023 2nd Place, Track 1: Multi Camera People Tracking 2023 1st Place, Track 2: Tracked Vehicle Retrieval by Natural Language Descriptions The 6th NVIDIA AI City Challenge of Conference on Computer Vision and Pattern Recognition, New Orleans, USA 2022 2nd Place, Track 2: Tracked Vehicle Retrieval by Natural Language Descriptions 2022 8th Place, Track 4: Multi Class Product Counting & Recognition for Automated Retail Checkout 2022 18th Place, Track 1: City Scale Multi Camera Vehicle Tracking PROGRAMMiNG CONTEST

2020 Gold Medal, The 2020 ICPC Asia Can Tho Regional Contest Can Tho, Vietnam 2020 Third Prize, The ICPC 2020 Vietnam National Programming Contest Vietnam 2020 First Prize, The 2020 ICPC Vietnam Southern Provincial Programming Contest HCM City, Vietnam 2020 Second Prize, The Vietnam Olympiad in Informatics for Undergraduates 2020 HCM City, Vietnam Skills

Research Topic Machine Learning, Deep Learning

Framework PyTorch, Streamlit, D3, OpenCV, Scikit learn, Pandas, Matplotlib, Mardown Programming C++, Python, Java, SQL, Javascript, Go Tools Google Colab, Jupyter Notebook, Git, Linux

Soft skill Problem Solving, Teamwork, Communication Education

International University Vietnam National University (HCMIU) B.S. iN COMPUTER SCiENCE Sep. 2019 2023 (Expected)

• GPA: 3.5/4.0

Publications

Quang Qui Vinh Nguyen, Huy Dinh Anh Le, Truc Thi Thanh Chau, Duc Trung Luu, Nhat Minh Chung, Synh Viet Uyen Ha

“Multi camera People Tracking With Mixture of Realistic and Synthetic Knowledge”, IEEE/CVF Conference on Computer Vision and Pattern Recog nition (CVPR) Workshops, 2023. [Under review]

Quang Qui Vinh Nguyen *, Synh Viet Uyen Ha *, Huy Dinh Anh Le *,Nhat Minh Chung

“DAKRS: Domain Adaptive Knowledge based Retrieval System for Natural Language based Vehicle Retrieval”, IEEE Access(Q1). [In Proceedings]

[Final Version] [*: Equal contribution]

Huy Dinh Anh Le *, Quang Qui Vinh Nguyen *, Vuong Ai Nguyen, Thong Duy Minh Nguyen, Nhat Minh Chung, Tin Trung Thai, Synh Viet Uyen Ha

“Tracked Vehicle Retrieval by Natural Language Descriptions With Domain Adaptive Knowledge”, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2022. [In Proceedings] [Final Version] [*: Equal contribution] Nhat Minh Chung, Huy Dinh Anh Le, Vuong Ai Nguyen, Quang Qui Vinh Nguyen, Thong Duy Minh Nguyen, Tin Trung Thai, Synh Viet Uyen Ha

“Multi Camera Multi Vehicle Tracking with Domain Generalization and Contextual Constraints”, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2022. [In Proceedings] [Final Version]

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