Meet our advisor - Dr. Alaa El-Hussuna, an experienced professional dedicated to guiding our team toward success and innovation.

Experience

• Leader of OpenSourceResearch collaboration international research organisation (OSRC.network).
• Chairperson and founding member European Society of Colo-Proctology (ESCP) cohort studies committee
• Member of Surgical steering committee in the European Crohn Colitis Organisation (S-ECCO)
• Author of 107 articles and 25 conference abstracts published in peer-reviewed international scientific journals including international guidelines for treatment of IBD
• Editor in British Journal of surgery, PlosOne, and Frontiers in surgery.
• Member of expert panel to work out the national action plan for the treatment of autoimmune diseases which was presented in Danish Parliament (Folketinget) in November 2020
• Associate professor of surgery, Aalborg University
• Co-examiner (assessor) for medical student (surgical and medical disciplines)
• Danish Health Authority’s inspector of education and training of young surgeon
• Member of ESCP education committee
• Reviewer of ECCO grants and fellowships 2023
• Member of editorial boards in surgical and medical journals
• Grant recipient of many national and international grants
• Member of ESCP research committee

Education

• Sub-specialisation in Colorectal Surgery (Slagelse, Randers, Hjørring and Aalborg University hospitals-Denmark. ESCP Fellowship at St. Vincent’s Hospital-Dublin, Ireland) (2015-2019 )
• Ph.D. in surgery, Aalborg University, Denmark (2018)
• Specialization in surgery, Denmark (2008-2013)
• Master's Degree in Information Technology (M.Sc.). IT University- Copenhagen (2001-2003)
• Bachelor's Degree in Medicine and Surgery (M.B.CH.B.), Medical College, Al- Nahrain University, Baghdad, Iraq

Let's discover more about Dr. Alaa El-Hussuna at this link! Besides, don't forget to know more about Novodan's team!

Introducing our advisor - Prof. Dr. Anh-Tuan Dinh-Xuan, a seasoned expert committed to steering our group towards achievement and creativity.

Experience

InnYTe Co-founder & Chief Scientific Officer October 2019 - Present, Vietnam

• InnYte is a team of enthusiastic professionals working tirelessly to improve healthcare for patients who need it the most. We use digital medicine to make Chronic Disease Management: Accessible to all patients Adapted to each patient Augmented with technology Our objectives: Help the patients be more serene in everyday life. Reduce hospital admissions caused by chronic disease complications.

Hôpital Cochin, Université Paris Descartes Professor, Chef de Service November, 1991 - Present (32 ans 2 mois)

Education

• University of Cambridge, UK: PhD in Clinical Sciences · (1988 - 1991)
• Faculté de Médecine (Paris Descartes) - Docteur en médecine · (1976 - 1985)

Let's discover more about Prof. Dr. Anh-Tuan Dinh-Xuan at this link! Besides, don't forget to know more about Novodan's team!

Meet our advisor - Prof. Dr. Joseph Van Vo, a practitioner professor dedicated to guiding our team toward success and innovation.

Get acquainted with our advisor - Prof. Dr. Martin Fransman, a skilled professional who is passionate about navigating our team to triumph and innovation.

Background

Martin Fransman is Professor Emeritus of Economics at the University of Edinburgh.  Martin Fransman is an international expert in innovation and competitiveness. He has advised companies large and small and governments all over the world, including: 

• Fortune 500: AT&T, France Telecom, Fujitsu, Mastercard, Michelin, NEC, Nokia, NTT, Siemens, Skype, Telefonica, Toyota, and Vodafone
• International organisations including the European Commission, ILO, OECD, UNCTAD, UNECLA, UNESCAP, UNIDO, and the World Bank
• Chinese government and Chinese state-owned enterprises at annual China Executive Leadership Programme (CELP)
• The UK Department for Business, Innovation and Skills (BIS)

Experience

• Professor Emeritus of Economics, University of Edinburgh
• Visiting professor at several universities around the world 
• Former NTT Professor at the Research Centre for Advanced Science and Technology (RCAST), University of Tokyo.
• Founder & Former Director of the Institute for Japanese-European Technology Studies (JETS), University of Edinburgh
• Thirteen books published

Prizes & Awards

• The Joseph Schumpeter Prize (Cambridge University Press), in the economics of innovation. 
• The Wadsworth Prize (Oxford University Press) for the best business history book published in the UK, and 
• The Japanese Prime Minister’s Ohira Prize (Cambridge University Press).

Books

1. Innovation Ecosystems: Increasing Competitiveness
2. The New ICT Ecosystem: Implications for Europe
3. The New Ict Ecosystem: Implications for Policy and Regulation
4. Edinburgh, City of Funds. Investment Management in Scotland's Capital City
5. The Market And Beyond: Cooperation And Competition In Information Technology Development In The Japanese System
6. The New Ict Ecosystem
7. A New Approach to the Study of Technological Capability in Less Developed Countries
8. The Market and Beyond: Cooperation and Competition in Information Technology
9. Technology and economic development
10. Visions of Innovation: The Firm and Japan
11. Machinery And Economic Development
12. Telecoms in the Internet Age: From Boom to Bust To?
13. Technological Capability In The Third World
14. Japan's Computer and Communications Industry: The Evolution of Industrial Giants and Global Competitiveness

Don't forget to know more about Novodan's team!

MEET OUR ADVISOR – PROF. MD. HENRIK KRARUP, IS AN EXPERIENCED PROFESSIONAL DEDICATED TO GUIDING OUR TEAM TOWARD SUCCESS AND INNOVATION.

MEET OUR MOLECULAR BIOLOGIST – PROF. ANH-TUAN DUONG, IS AN EXPERIENCED PROFESSIONAL DEDICATED TO GUIDING OUR TEAM TOWARD SUCCESS AND INNOVATION.

Department of Biochemistry, Genetics and Microbiology                   [email protected] Forestry and Agricultural Biotechnology Institute (FABI)                      [email protected] University of Pretoria, South Africa                                                                 027-74-554 1404

Education

PhD in Genetics, University of Pretoria, South Africa                                              2009 – 2013 MSc in Microbiology, Hanoi University of Science, Vietnam                                  2002 – 2004 BSc in Microbiology, Hanoi University of Science, Vietnam                                   1998 – 2002  

Academic positions

Associate professor, Department of Biochemistry, Genetics and Microbiology     2023 – Present Forestry and Agricultural Biotechnology Institute (FABI) University of Pretoria, South Africa Senior lecturer, Department of Biochemistry, Genetics and Microbiology                2017 – 2022 Forestry and Agricultural Biotechnology Institute (FABI) University of Pretoria, South Africa Research fellow, Forestry and Agricultural Biotechnology Institute (FABI)             2014 – 2017 University of Pretoria, South Africa Researcher, Department of Microbiology                                                               2005 – 2009 Food Industries Research Institute, Hanoi, Vietnam

Lecturing responsibilities

Microbe interactions (MBY 365 - 3^rd year undergraduate): 2019 – 2023 Molecular cell biology (MLB 721 - BSc Hons Genetics): 2021 – 2023 Research method (MCP 751 - BSc Hons Microbiology): 2021 – 2023 Research method (GTK 705 - BSc Hons Genetics): 2018 – 2023  

Management experience

Member of the management committee of Forestry and Agricultural Biotechnology Institute: 2017 – Present Member of the management committee of the Tree Protection Co-operative Programme (TPCP):  2014 – Present Member of the management committee of the DSI/NRF Centre of Excellence in Plant Health Biotechnology (CPHB): 2014 – Present  

Awards and honours

University of Pretoria: Exceptional Young Academic Achiever Award (2022) National Research Foundation (NRF): Y1-rated scientist (2017 – 2022) FABI award for best student of the year (2012) FABI award for best mentor of the year (2010) UNESCO scholarship: Postgraduate Inter-University Training Course (2006/2007) Award for outstanding final grade for BSc study (2002)  

Grants and funding

Present  Yearly contribution to the central funding of TPCP/CPHB research programmes (2017) CERC, China (External doctoral funding for Ms WenWen Li): Species diversity, population biology and pathogenesis of Calonectria associated with Eucalyptus in China. ZAR 900 000 (2021 – 2023  ) University of Queensland, Australia (Part to project code 024171): Resolution of disease epidemiology and detection of genetic and genotypic diversity in Australian populations of myrtle rust. AUD 6 000 (2021) NRF Global Change Grand Challenge (as co-PI): Alternaria alternata populations from different crops in South Africa. ZAR 800 000 (2020 – 2022) CERC, China (External postdoctoral funding for Dr. FeiFei Liu): Comparative and population genomics of the Eucalyptus leaf blight pathogens in the genus Calonectria. ZAR 900 000 (2019 – 2020) University of Pretoria: Conference attendance support. ZAR 40 000 (2018) NRF KIC: Conference attendance support. ZAR 20 000 (2018) NRF Incentive Funding: Genomics of ophiostomatoid fungi. ZAR 90 000 (2017 – 2019) UP-Research Development Programme: Genomics, Molecular Systematics and Evolution of lineages in the Ophiostomatales. ZAR 150 000 (2016 – 2018) IRT Genomics: Taxonomy, mating type genes and biology of three varieties of Leptographium wageneri as inferred from genomic comparison. ZAR 84 000 (2015)  

Professional membership and activity

Southern African Society for Plant Pathology South African Society of Microbiology Southern African Society for Systematic Biology Mycological Society of America Genetics Society of America  

Reviewing and Editorial

Reviewers: Antonie van Leeuwenhoek, Current Genetics, Ecology and Evolution, Environmental DNA, Forest Pathology, Frontiers in Microbiology, Fungal Biology, Fungal Ecology, Fungal Genetics and Biology, Fungal Systematics and Evolution, Genome Biology and Evolution, IMA Fungus, Insects, International Journal of Systematic and Evolutionary Microbiology, PeerJ, Peersonia, Phytopathology, Plant Disease, Plant Pathology Editorial responsibility: associate editor - Fungal Genetics and Biology

If you want to know more about Assoc. Prof. Anh-Tuan Duong, please contact us!

Meet our expert - Hien Thi Thu Nguyen, an experienced professional dedicated to guiding our team toward success and innovation.

Head of Biomedicine

Hien Thi Thu Nguyen’s research expertise is in clinical research and complex mixed microbial systems. She has a strong profile within NMR-based metabolomics and biomarker development in different medical research, including liver disease, liver cancer, endometroid cancer, Covid-19, pancreatic cancer, diabetes, healthy subjects; and microbial profiling. She has been involved in many different projects in both medical research and microbial biotechnology. She is a dedicated, committed scientist, experienced in international collaboration, and an enthusiastic, effective supervisor with a passion for solving challenging problems in medical and biological science. She is a member of the Vietnam Journal of Biotechnology Editorial Board; and a mentor of Lead The Talent Denmark.

Education

• Doctor of Philosophy (PhD), Environmental Biotechnology, Aalborg University
• Master's degree, Environmental Engineering and Biotechnology, Myongji University
• Bachelor of Science, Biotechnology, College of Science, National University, Hanoi, Vietnam

Volunteering

• Director of the Medical Translational Research Network, AVSE
• Director of the Taskforce Beyond Covid-19, Association of Vietnamese Scientists and Experts (AVSE Global)

Let's discover more about our expert - Hien Thi Thu Nguyen at this link! Besides, don't forget to know more about Novodan's team!

MEET OUR CEO – VANG LE-QUY, WHO IS COMMITTED TO CONTRIBUTING TO OUR TEAM TOWARD INNOVATION AND SUCCESS.

VANG LE-QUY, CEO

• Give advice and support for researchers to overcome entry barriers of data science and artificial intelligence.
• Setup SLURM cluster, and optimize massive parallel computing on NVIDIA GPUs and supercomputers.
• A bioinformatician for NGS data from microorganisms and clinical human samples.
• Work human genome variants for genetics disorders testing. Therefore also experienced with many public and commercial databases such as dbSNP, HGMD, dbNSFP, Ensembl, 1kG, etc, and software like GATK, samtools, Lifescope, CLC Genomics Workbench, and Torrent Suite.
• Be very keen on quality control, standardization and Laboratory Information Management System (LIMS).

SPECIALTIES

• Linux Server Administration.
• Work daily with Python, R and Bash.
• Less frequently work with Java, C, Scala and C++, and dropped using Perl.
• Fluent both Emacs and Vim editors.
• Bioinformatics infrastructure: setup and maintain: compute cluster, storage cluster.
• MySQL, Database Applications, and popular file formats in bioinformatics such as BAM, VCF, GFF, SQLite, Genbank, etc.

PHILOSOPHY

• Apply Buddhism as a lifestyle and philosophy.
• Optimization mind: continual self-improvement for all things in life and work.
• At the same time, be mindful, happy, and appreciate what I have.
• Highly respect life and love as the miracles of existence.

LANGUAGES

Speak Vietnamese, English, Danish, and some Korean.

If you want to know more about our CEO  Vang Le-Quy, please contact to us!

Project Coordinator Experience

• Global Learning & Performance, Amgen Australia
• Talent Acquisition, PwC Vietnam
• Learning & Development , FPT Information Systems
• Talent Acquisition, ABB Vietnam

Education

• Bachelor of Commerce (Human Resources), Macquarie University

Awards:

• Global Leadership Program (with Merit)
• Student Excellence Award from Vietnam Embassy in Australia

Projects:

• Practera
• Vietnamese Student Association in Sydney
• AIESEC Australia

=====================================

MEET OUR TEAM MEMBER, PROJECT COORDINATOR – HA VAN NGHIA, WHO IS COMMITTED TO CONTRIBUTING TO OUR TEAM TOWARD INNOVATION AND SUCCESS.

CAREER OBJECTIVES

• Finding the place where I can sharpen my skills and knowledge about data, especially Data Science.
• Having opportunities to learn the latest technology such as big data, cloud services, and so on.

EDUCATION 

Bachelor of Economics, National Economics University  (Dec 2020 – July 2021)

WORKING EXPERIENCE

CMC Global – Software engineer (July 2021 – Now)

• Building backend API support updating data
• Handling cloud services infrastructure
• Writing unit test and automation test
• Build Processor preprocessing data
• In charge of classifying Vietnamese names using LSTM model
• Responsibility for building model to recognize duplicate profiles from multiple sources
• Writing API for processor and model classification
• Building infrastructure on cloud
• Define CICD pipeline with Jenkins

FPT Software - Data Engineer & Data Analysts (Dec 2020 – July 2021)

• Building report for Krisshop retailing
• Constructing pipeline for on-cloud services
• Build automation services check the amount of commission paid for IWeath-Partner
• Build model abnormal detection about commission fee for IWeath-Partner

SKILLS

• Database: SQL (oracle), SQL Server, Postgres
• Cloud services: IICS, Azure Synapse, Azure Data Factory, AWS Redshift, EC2, Networking in the cloud
• Programming: Python, R, SQL
• Library for ML/DL: Sklearn, Tensorflow, Numpy, Pandas, Statsmodels... and other packages in R related to machine learning.
• CI/CD: Jenkins, Terraform, Docker, docker-compose
• Front-end: Having Basic knowledge about HTML, CSS, JavaScript

CERTIFICATE

• English: IELTS 6.0 – overall (7.0+ target in 2022)
• Tensorflow:  Tensorflow Developer Certificate – (04/2021 – 04/2024)

TECHNICAL EXPERTISE

• Database:  SQL (oracle), SQL Server, Postges
• Python: OOP; Visualization data with Matplotlib, Seaborn; Machine learning with Sklearn, Fbprophet, Xgboost, Statsmodels; Deep learning, NLP, with Tensorflow; Requests for crawling data; Elasticsearch DB; Flask, FastAPI, Django
• R: Statistical; Time series forecasting with Arima, Arimax; Visualization with ggplot2
• IDE:  SQL oracle, Azure Data Studio, Rstudio, Jupyter Notebook, VS – Code, Pycharm
• Offices Tools:  Word, Excel, PowerPoint

PERSONAL BACKGROUND

• Available to work under high pressure and have a wide range of responsibilities at work.
• It is possible to work individually or with a group, even overtime or onside.
• Having the ability to do research or read English documents.
• Being able to self-study new knowledge and technology.

If you want to know more about our Project Coordinator Ha Van Nghia, please contact to us!

MEET OUR TEAM MEMBER, PROJECT COORDINATOR – LE THI PHUONG KHANH, WHO IS COMMITTED TO CONTRIBUTING TO OUR TEAM TOWARD INNOVATION AND SUCCESS.

EDUCATIONS

• PARIS SACLAY UNIVERSITY                                                                             

Master 2 - Innovation and Technology Transfer (10/2022 – 11/2023) The program manages innovative projects and technology transfer, covering tasks like supporting innovation, market research, project evaluation, funding search, marketing, intellectual property management, licensing agreements, partner search, agreement negotiation, and fostering technological start-ups. Master 2 - Management in Research (09/2022 – 11/2023) The program, a joint initiative of the University of Paris-Saclay and PSL Paris Université, trains students in interdisciplinary research across management disciplines, connecting management sciences with economics, sociology, history, and engineering sciences. Master 1 – Innovation, Entreprise et Sociaty (10/2021 – 05/2022) The program provides first-vision discovery, exposure and acculturation with the innovation ecosystem. The subjects taught are mainly economics and management, in addition to law, history or sociology, and many subjects related to innovation such as innovation and territory, the development of creativity of innovation, theories of data analysis, entrepreneurship, etc.

• PARIS 8 VINCENNES – SAINT – DENIS UNIVERSITY (2018 – 2021)

Bachelor – Economics and Management The program focuses in depth on management expertise in many different areas such as project management, digital management, human resources management, management control etc.

• ARTOIS UNIVERSITY (2017 – 2018)

University Diploma in French as a Foreign Language for Higher Education Level – B2

SKILLS

Technology: Pack Office, AI, Photoshop, Google tools, Canva, Google Ads, Google Analytics, Facebook Ads, SPSS Languages:

• English: Niveau C1 – EF SET English Certificate (C1 Advanced)
• Vietnamese: Native Speaker
• French: Level B2 – University Diploma

EXPERIENCES

NOVODAN (Aalborg, Denmark) Internship for the project: AI development in Liver Cancer (remote) (04/2023 – 09/2023)

• Preparing Business Proposal, Financial Forecast
• Research market
• Coordinating the activities in the project

Project Coordinator (remote) (08/2022 - Present)

• Responsible for coordinating the activities in the company (HR, administration, and finance)
• Responsible for marketing activities (website, social media)

Infos: https://novodan.eu/ V-SPACE GLOBAL - INNOVATION PLATFORM (France and Vietnam) Digital Marketing Manager (remote) (01/2023 - Present)

• Responsible for all activities of communication and content in V-Space
• Outstanding campaign: UK AluminInspire - a mentoring program for UK Alumni in Vietnam

Digital Marketing Executive (remote) (10/2021 - 03/2023)

• In charge of communication and marketing activities for EMpower: a mentoring program to help Vietnamese women inspire, promote potential, develop themselves to reach the world.
• Managing the content team for “News” feature in V-Space.

Infos: https://vspace.global/ AVSE GLOBAL - ASSOCIATION OF VIETNAMESE SCIENTISTS AND EXPERT (France and Vietnam) Medical Translational Research Network (Mednet) (05/2020 - Present) Human Resources and Communication Coordinator (remote)

• Human Resource Management
• Management of communication and marketing activities

Innovation network (Innonet) (05/2020 - Present) Member - Research assistant (remote)

• Support for researching and giving the innovation ideals for consulting projects in provinces of Vietnam such as Bac Lieu, Hai Phong. These projects aim to find the solution and define policies for the development of provinces in the future.
• Make reports based on research information

Executive Training Network (ETnet) (05/2020 - Present) Member - Research assistant (remote)

• Participate in the development of training programs
• Support for the coordination of certain administrative activities

MINISTRY OF PLANNING AND INVESTMENT - BUSINESS DEVELOPMENT DEPARTMENT IN HANOI (Hanoi, Vietnam) Internship observation  (11/2016 - 12/2016)

• Observation of activities carried out in projects related to government investments

If you want to know more about our Project Coordinator Le Thi Phuong Khanh, please contact to us!

 

MEET OUR TEAM MEMBER, AN AI ENGINEER – HOA-BINH NGUYEN, WHO IS COMMITTED TO CONTRIBUTING TO OUR TEAM TOWARD INNOVATION AND SUCCESS.

EDUCATION

Bachelor of Computer Science, Duy Tan University, Da Nang, Vietnam (2019 - 2023)   

• Department of Computer Science - Specializing in Big Data and Machine Learning.
• GPA: 8.71/10.0 (Top 3 of 2019-2023 academic year)

WORKING EXPERIENCES

Machine Learning Engineer Intern (September 2023 - now) Novodan APS (Remote) Copenhagen, Denmark

• Developing a prototype capable of automatically segmenting liver and tumor images using MonAI framework and displaying the results on Supervisely and 3D Slicer tool.
• Customizing the DICOM (Digital Imaging and Communications in Medicine) conversion process allowing doctors to get the specific files they need.
• Accompanying doctors in using the medical imaging tool and the labeling process.

Java Web Development Intern (March 2023 - May 2023) FPT Software Danang, Vietnam

• Led a team of five members to complete the project.
• Developed a movie website that did CRUD operations using Spring boot, Tomcat, and React.

Teaching Assistant - Machine Learning (September 2023 - December 2023) Duy Tan University Da Nang, Vietnam

• Giving machine learning courses to 3rd-year students.

ACADEMIC PROJECTS

Chest X-ray Syndrome Detection: Developing an application using machine learning to detect 12 syndromes through X-ray images.

• Data pre-processing: Resolving the unbalanced and multi-label problems dataset by using Stratified group k-fold in Scikit-learn; merging multiple bounding boxes label to lower the noise by using the weighted-boxes-fusion method.
• Model Training: Training several models by using YOLOv8 framework and logging the training process on ClearML.
• Model Inference: Using multiple models to generate the results, finalize the result by using Weighted-Box-Fusion and display it with the label translated into Vietnamese.
• Model Deployment & Integration: Buiding a simple FastAPI including asynchronous functions to send the X-ray images to backend and display the result on a .NET website.

Intrusion Detection: Won 2nd place in Duy Tan’s Scientific Research competition (2023)

• Developing an application detecting intruders in a designated area, playing an alert sound, and sending alerts to the user through mail or telegram.

TECHNICAL SKILLS

Python, Pytorch, Pandas, Numpy, Scikit-learn, SQL, Linux, AWS.

If you want to know more about our AI Engineer Hoa-Binh Nguyen, please contact to us!

 

MEET OUR TEAM MEMBER, SENIOR AI ENGINEER - ANSON DUC NGUYEN, WHO IS COMMITTED TO CONTRIBUTING TO OUR TEAM TOWARD INNOVATION AND SUCCESS.

AnSon Duc Nguyen is an AI engineer with 1+ experience working in computer vision. He can research, design, develop, and optimize AI model solutions to solve problems like Classify, OCR, Object Detection, Object Segmentation... In addition, he also does MLOps tasks such as FastAPI, Docker, Unittest, Logging, CI/CD, Triton... He is proficient in Linux and Git. He always looks forward to having more opportunities to continue to learn and improve myself.

EDUCATION

Bachelor’s Degree in Big Data & Machine Learning, Computer Science - Duy Tan University (2018 – 2022)

• GPA: 3.82/4.0
• Degree classification: Excellent
• Languages: English (TOEIC 650)

CERTIFICATIONS

• 2021: Completion of the UNLV Online Engineering Experiential Learning and American Cultural Program
• 2021: Python fundamentals of CodeLearn
• 2021: Data Structure and Algorithms of CodeLearn
• 2021: Scientific research at University
• 2021: Python for Computer Vision with OpenCV and Deep Learning of Udemy
• 2022: Deep Learning with PyTorch : Object Localization of Coursera.

ACTIVITIES

01/2022 – 06/2022: TRAINEE AT FTECH FAMILY TECHNOLOGY CO., LTD

• Majoring in Computer Vision.
• Moderate and provide solutions to improve Computer Vision models.

07/2022 - Now: AI ENGINEER AT FTECH FAMILY TECHNOLOGY CO., LTD

• Majoring in Computer Vision.
• Building solutions in the problem of detecting Reactionary Flags and Not Safe For Work.
• Building solutions in the OCR problem of eKYC project.
• Building solutions in the Image Quality Assessment project
• Implement the integration of AI models into products.

07/2023 – Now: AI ENGINEER (Part time) AT NOVODAN

• Building solutions in the Mouse Video Analysis project.
• Implement the integration of AI models into products.

PROJECTS

• Reactionary flags and NSFW detection (2022)
• eKYC - OCR (06/2022 – 01/2023)
• Image Quality Assessment (02/2023)
• Mouse Video Analysis (07/2023 – 10/2023)

TECHNICAL SKILLS

• Systems: Windows (7/8.1/10), Ubuntu (18/20/22)
• Languages: Python, Javascript, Kotlin
• Framework: Tensorflow, Pytorch
• Coud: AWS EC2
• Other: Git, FastAPI, Docker, CI/CD, Triton, Android

If you want to know more about our Senior AI Engineer AnSon Duc Nguyen, please contact to us!

 

Meet our team member, Hoai-Nam Nguyen, a passionate AI engineer with a dynamic 2-year journey in the field of Artificial Intelligence.

EXPERTISE

The journey of Hoai-Nam Nguyen in the AI realm has been marked by engaging projects in Optical Character Recognition (OCR), Camera AI, and Biomedical applications focusing on liver and chest analysis. Leveraging cutting-edge technologies, he has had the privilege to contribute to projects that make a real-world impact.

TECHNICAL PROFICIENCY

Fluent in the languages of machines, Hoai-Nam Nguyen is well-versed in Python, C++, and R. His toolbox includes essential frameworks such as PyTorch, TensorFlow, scikit-Learn, and SparkML, allowing him to craft robust and scalable solutions.

WORK EXPERIENCE

• Softdreams - Hanoi, Vietnam

AI Engineer (April 2023 - Present)

• TDT Asia - Hanoi, Vietnam

AI Engineer (August 2022 - April 2023)

• AI Research and Application Center - Quy Nhơn, Binh Dinh, Vietnam

AI Engineer (February 2022 - July 2022)

EDUCATION

Duy Tan University Bachelor's degree, Big Data and Machine Learning · (2018 - 2022) FUNiX AI Engineer · (2020 - 2021)

TOP SKILLS

• Image Processing
• R (Programming Language)
• Reinforcement Learning

CERTIFICATIONS

• Ask Questions to Make Data-Driven Decisions
• Data Analysis with R Programming Foundations: Data, Data, Everywhere
• Google Data Analytics Specialization
• Certificate of Completion Feature
• Engineering for Machine Learning from the course Udemy

If you want to know more about our Lead AI Engineer Hoai-Nam Nguyen, please contact us!  

Meet our team member, Trong-Hieu Nguyen, who is committed to contributing to our team toward innovation and success.

EDUCATION

Duy Tan University (Sep 2019 - Jun 2023) Big Data & Machine Learning | GPA: 3.6

• Achieved Studying Scholarship for top 5% of students who have the highest score 

FUNIX COURSE ( Jul 2021 - Mar 2022) Machine Learning | GPA: 3.2

• Achieved scholarship for the top 3 highest entrance test scores

WORK EXPERIENCE

NOVODAN COMPANY ( Jul 2023 - Present)  Computer Vision Engineer - Remote

• Input and output processing, model improvement Researched and evaluaed models
• Found and fixed issues
• Worked at GitHub

TMT COMPANY ( May 2022 - Jun 2023)  AI Engineer - On-site

• Researched, built, tested, trained, optimized, and implemented models.
• Found solutions, and debug code. Collected, pre-processed, and generated data.
• Collaborated with product owner and Scrum master to produce high-quality models.
• Implemented code for auto-get information in some websites and saved it on MongoDB
• Converted a model defined in PyTorch into the ONNX format to considerably increase performance

PROJECTS

NOVODAN COMPANY | Computer Vision Engineer Mouse Video Analysis ( Jul 2023 - Present)

• Project Description: Analyze the direction of the mouse to research the mouse's memory
• Responsibilities: Detecting mouse and maze. Discuss with client. Apply mathematical formulas to produce the client's desired results. Build user interface
• Technologies/Tools: YOLOv8, YOLACT, Django

PARACEL COMPANY | Computer Vision Engineer Extract tables in PDF files (Jun 2023 - Sep 2023)

• Project Description: Detected the required table types and convert them to Excel or CSV format
• Responsibilities: Researched and tested Azure models that can extract tables from PDF files or images. Input and output processing of models
• Technologies/Tools: Azure, OCR, Table Transformer

TMT Company | Python Developer Crawl Data (May 2023 – Jun 2023)

• Project Description: Get the necessary information from different Websites, to create large datasets to support works in the future
• Responsibilities: Create and implement code for auto-get information in some websites and save it on MongoDB
• Technologies/Tools: Selenium, Beautiful-soup

Image Matting (Mar 2023 - Jun 2023)

• Project Description: Research background removal process. Build a tool that helps users remove the background in a few seconds, and edit the resulting image
• Responsibilities: Collect and generate data. Build a model to classify the kind of model. Use Matte Image models in GitHub to research, train, and optimize. Convert model from Pytorch to Onnx
• Technologies/Tools: Pytorch, Open-cv, MatteFormer, ViTMatte, EfficientNet

Read Book By Image (Sep 2022 – Dec 2022)

• Project Description: Convert book images from the camera to text
• Responsibilities: Dewarp the text in the picture, detect book, divide the book into 2 pages, crawl data, and generate data
• Technologies/Tools: RectiNet, AGUN, Open-cv, Pytorch

Fashion Detection (May 2022 – Aug 2022)

• Project Description: Detect the type of clothes by pictures Responsibilities: Collect data, preprocessing data, train model, test model Technologies/Tools: YOLOR, YOLOv5, Nanodet, Open-cv, Pytorch

PROJECTS AT SCHOOL

DUY TAN UNIVERSITY | AI Engineer Application Of AI To Intelligent Waste Classification (Feb 2023 - May 2023)

• Project Description: Build trash cans that automatically classify waste, add points for users when using the service, and increase people's awareness better and better
• Responsibilities: Preprocessing data, generator data. Train, test, and optimize the model. Technologies/Tools: YOLOv8, Open-cv, Pytorch, Teachable Machine.

FUNIX | AI Engineer Classification Of Plants Of Southeast Asia (Feb 2022 – Mar 2022)

• Project Description: An image classification competition in Kaggle, to classify plants of Southeast Asia by pictures
• Responsibilities: Preprocessing data. Train, test and optimize model Technologies/Tools: EfficientNet, Tensorflow, Keras

SKILLS

Python; C/C++ Computer Vision TensorFlow Pytorch; CNN; Image processing; GPU computing Segmentation; Object Detection; Process Data; Crawl Data; GitHub If you want to know more about our AI Engineer Trong-Hieu Nguyen, please contact to us!