Data Analysis Computer Vision

Luong, Cao Thang (Vincent)

Phone: VN +84-976-***-***, TW +886-***-***-*** – Email: *****.********@*****.*** EDUCATION

PhD in Biotechnology [2020 - 2023]

Chung Yuan Christian University Taoyuan, Taiwan

I-Shou University Kaohsiung, Taiwan

Master’s degree in Biotechnology [2014 - 2017]

University of Calabria Calabria, Italy

Engineer’s degree in Bioengineering [2009 - 2014]

Hanoi University of Science and Technology Hanoi, Vietnam SKILLS

Programming languages: Python, JavaScript, ImageJ Script IDE: Visual Studio Code

Tools: GraphPad Prism, Adobe Photoshop, Microsoft Office, ImageJ Linguistic skills: English, Italian, Chinese

Soft skills: public speaking, teamworking

EXPERIENCE

CHUNG YUAN CHRISTIAN UNIVERSITY – TAOYUAN, TAIWAN [2022 - 2023] PhD candidate

SpiderID_APP – Sole Developer

Implemented state-of-the-art computer vision framework (YOLO), trained and optimized models to successfully identify spider at genus level (120 genera) with accuracy >80%. Designed final products, equipped with GUI and installation script for optimal user experience. Publication title (under-review): “Development of Spider Identification APP (SpiderID_APP) using YOLO- based deep learning models.”

GitHub Repo: ThangLC304/SpiderID_APP

TowerAssayAnalyzer – Sole Developer

Designed a python-based data analysis tool to streamline the toxicological assessment of zebrafish using Tower Assay Protocol, decreased workload and time required for analysis by 22 times. Publication title: “TowerAssayAnalyzer: A Python-Based Application for Accelerating and Streamlining Multiple Aquatic Animals Behaviors Data Processing.” GitHub Repo: ThangLC304/TowerAssayAnalyzer

CAPd – Sole Developer

Designed a python-based data analysis tool to streamline the toxicological assessment of cardiac analysis in aquatic animals, decreased time required for analysis by 8 times. Publication title (under-review): “Using DeepLabCut for markerless cardiac physiology and toxicity estimation in water fleas (Daphnia magna)”

GitHub Repo: ThangLC304/CAPd

DWC Analyzer – Lead Developer

Designed a python-based data analysis tool to streamline the toxicological assessment of duckweed counting data, decreased time required for analysis by 12 times. Publication title (under-review): “Deep Learning-Based Automatic Duckweed Counting using StarDist and its Application on Measuring Growth Inhibition Potential of Rare Earth Elements as Contaminants of Emerging Concerns.”

GitHub Repo: only available for internal use

LA3D – Sole Developer

Designed a python-based data analysis tool to streamline the toxicological assessment of zebrafish using 3D Assay Protocol, decrease time required for analysis by 24 times. Proposed title: “LocomotionAnalysis_3D: A Python-Based Application for Accurate Assessment of Toxicological Effect on Multiple Aquatic Animals through three-dimension locomotion record” GitHub Repo: ThangLC304/LA3D, ongoing project

ELTracker – Lead Developer

Implemented state-of-the-art computer vision frameworks (YOLO, SAM), coupled with python OpenCV library tools to successfully track movement of multiple earthworms with accuracy >90%, and export analysis results.

Designed final products, equipped with GUI and installation script for optimal user experience. Proposed title: “Earthworm-YOLO: Development of an automatic pipeline for earthworm locomotion tracking, behavioral endpoint extraction and toxicological assessment” GitHub Repo: ongoing project

I-SHOU UNIVERSITY, KAOHSIUNG, TAIWAN, [2020 - 2022] PhD candidate

VIETNAM NATIONAL HOSPITAL OF OBSTETRICS AND GYNECOLOGY, HANOI, VIETNAM [2019 - 2020] Cytogenetic technologist in Center of Prenatal diagnosis

• Conducted karyotyping to detect and analyze chromosomal abnormalities from cultured blood samples of patients.

• Conducted joint discussion with medical professionals to elucidate the clinical implications of the abnormal findings.

LABORATORIO ANALISI VILLAFRANCA, VERONA, ITALY [2017 - 2019] Laboratories technician

• Performed sample preparation, test and validation for blood and urinal specimens.

• Performed routine calibration or check for calibration of laboratory instruments. REFERER

Professor Chung-Der HSIAO

Chung Yuan Christian University Taoyuan, Taiwan

Professor of Department of Bioscience Technology & Department of Chemistry Email: *******@****.***.**

Doctor Danh Cuong TRAN

Vietnam National Hospital of Obstetrics and Gynecology Hanoi, Vietnam Hospital Director

Email: ************@*****.**

Contact this candidate