Yong Chi Chua | Epigenetics | Best Researcher Award

Mr. Yong Chi Chua | Epigenetics | Best Researcher Award

University of Technology | Malaysia 

Author Profile

Scopus

🌟 Chua Yong Chi: AI Software Engineer Extraordinaire 🌟

🎓 Education

🎓 Master of Computer Science

University of Technology Malaysia
CGPA: 3.95 / 4.0, UTM National Postgraduate Fund (NPF) Scholarship
October 2021 - April 2023 | Skudai, Johor, Malaysia

🎓 Bachelor of Computer Science (Computer System)

University of Putra Malaysia
CGPA: 3.677 / 4.0, Second Upper Class Honour
October 2017 - September 2021 | Serdang, Selangor, Malaysia

💼 Professional Experience

🤖 AI Software Engineer

Redfin Technology
July 2023 - Present | Kuala Lumpur, Malaysia

  • Lead and coordinate an AI team to ensure timely completion of tasks.
  • Communicate effectively with project managers to gather requirements and align team efforts.
  • Utilize advanced knowledge in the RASA framework for AI chatbot development.
  • Implement NLP techniques including featurization, tokenization, data labeling, entity recognition, and intent classification.
  • Apply machine learning skills in feature engineering, classification, performance evaluation, and data modeling.
  • Conduct data analysis to extract and analyze conversation data, optimizing model performance.
  • Utilize TensorBoard to monitor model training.
  • Develop and deploy AI models using microservices architecture.
  • Implement web development using Vue.js, Spring Boot, and MySQL.
  • Create REST APIs to interact with databases for data validation and insertion.
  • Develop Docker containers for model training to handle OS dependency issues.
  • Use SQL queries for data insertion and extraction.
  • Debug code to identify and resolve errors efficiently.

💻 Java Developer Intern

Cyber Village
March 2021 – August 2021 | Kuala Lumpur, Malaysia

  • Collaborated with a team to develop a Fintech project using HTML, CSS, JavaScript (AngularJS), and Java (Spring Framework).
  • Tested web applications for bugs, documented processes, and fixed issues.
  • Assisted in creating a prototype for a new Fintech project by reusing existing code.

🔬 Projects

  1. Q-learning Model for Selection of Genetic Markers Associated with Acne
  • Developed a reinforcement learning agent using the Q-learning model to select genetic markers associated with acne.
  • Conducted data preprocessing and data mining for acne gene expression datasets using R programming.
  • Developed a Q-learning agent using Python (NumPy, pandas) and designed Markovian domains (state, action, rewards, Q-value) for the gene expression datasets.
  • Evaluated the performance of selected genes with logistic regression classification and analyzed their relationship with acne through PubMed text data mining.
  1. A Microservices Based Framework for IoT System in Smart Home Environment
  • Developed an IoT environment system on Raspberry OS and Docker, including temperature and humidity monitoring, light intensity monitoring, and light automation.
  • Created independent and loosely coupled features using different API IDs for each sensor.
  • Developed a messaging protocol between sensor and server using MQTT (Eclipse Mosquitto), backend function and API using JavaScript (Node-RED), database storage using InfluxDB, and data visualization using Grafana.

📚 Publications

AI-driven Q-learning for Personalized Acne Genetics: Innovative Approaches and Potential Genetic Markers
Published in the Egyptian Informatics Journal
Read more

💡 Skills

  • Programming Languages: Python, Java, R, JavaScript (AngularJS, Vue.js)
  • Frameworks & Tools: RASA, Spring Boot, Docker, TensorBoard, Git, GitLab, Visual Studio Code, Eclipse
  • Databases: MySQL, InfluxDB
  • Technologies: Microservices architecture, REST API, SQL
  • Data Science: NLP, Machine Learning, Data Analysis, Feature Engineering

🏅 Activities

Event President
UPM 6th Modern Dance Performance - F6und, March 2020

  • Coordinated over 100 active members and involved over 1000 audiences.

Club President
UPM Extreme Dancer Club, October 2018 – October 2019

  • Led and communicated with a 25-member organization.

🌐 Additional Information

  • Languages: English, Chinese, Malay
  • Interests: Gym, Dancing, Travelling, Badminton

📚 Notable Publication

AI-Driven Q-Learning for Personalized Acne Genetics: Innovative Approaches and Potential Genetic Markers

Authors: Chua, Y.C., Nies, H.W., Kamsani, I.I., Nies, Y.H., Mohamad, M.S.
Journal: Egyptian Informatics Journal
Volume: 26
Pages: 100484
Year: 2024

Erisa Mwaka | Genetics and Genomics | Best Researcher Award

Assoc Prof Dr. Erisa Mwaka | Genetics and Genomics | Best Researcher Award

Makerere University | Uganda

AUTHOR PROFILE

Orcid ID

EARLY ACADEMIC PURSUITS

Mwaka Erisa Sabakaki's academic journey began at Mwiri Primary School, where he earned his Primary Leaving Examination Certificate in 1986. He continued his education at Busoga College Mwiri, obtaining the Uganda Certificate of Education in 1990 and the Uganda Advanced Certificate of Education in 1992. He pursued a Bachelor of Medicine and Bachelor of Surgery at Makerere University, Kampala, from 1992 to 1997. Following this, he achieved a Master of Medicine in Orthopaedic Surgery from Makerere University between 2000 and 2003, where his thesis focused on the clinical and radiological presentation of osteonecrosis of the femoral head among sickle cell patients. He furthered his academic credentials with a Doctor of Philosophy in Medical Science from Fukui University School of Medicine in Japan, concentrating on histo-pathological and immuno-histological findings related to calcium pyrophosphate dihydrate crystal deposition in the ligamentum flavum of the cervical spine.

PROFESSIONAL ENDEAVORS

Mwaka's professional career is multifaceted, combining academic responsibilities, clinical practice, and extensive involvement in research ethics. Since December 2020, he has been an Associate Professor at Makerere University College of Health Sciences, School of Biomedical Sciences, Department of Anatomy. His clinical practice includes serving as an orthopaedic and spine surgeon at Mulago National Referral and Teaching Hospital. Additionally, he has held significant roles, such as the Chair of the Makerere University School of Biomedical Sciences Higher Degrees Research Ethics Committee (SBSHREC), where he oversees the regulation of research involving human participants and study animals.

CONTRIBUTIONS AND RESEARCH FOCUS ON GENETICS AND GENOMICS 

Mwaka's contributions to the medical field are substantial, particularly in the areas of anatomy, orthopaedics, bioethics, and health research ethics. He has a notable interest in spine conditions, occupational health, bone health in HIV, and the ethics of medical care, biobanking, and genomics. His research includes supervising graduate studies and conducting his own investigations, with a significant focus on ethical standards and the responsible conduct of research. He is a key member and co-investigator in various training programs, including the Fogarty-funded International Health Ethics Training (IHRET) master's program.

IMPACT AND INFLUENCE

Mwaka has been recognized for his significant contributions to medical education, clinical care, and research. He is a member of multiple professional organizations, including the Uganda Medical Association, Association of Surgeons of Uganda, Uganda Orthopaedic Association, and International Society of Orthopaedic Surgery and Traumatology (SICOT). His involvement in these organizations has enhanced his professional skills and fostered teamwork and communication within the medical community.

AWARDS AND HONORS

Mwaka's excellence in his field has been acknowledged through numerous awards and honors. Notably, he received the Prof. Medi Kawuma Excellence in Medical Ethics Award in 2023 from the Uganda Medical Association, recognizing his outstanding contributions to research, clinical care, and medical education. He has also been honored by the Uganda Orthopaedic Association and the South African Research Ethics Training Initiative (SARETI) for his academic and professional achievements.

ACADEMIC SITES

Mwaka has actively contributed to multiple technical advisory committees and data and safety management boards. His roles include overseeing studies on severe acute malnutrition, HIV outcomes improvement using mobile phone-based support, growth and development in stunted children, clinical trials on natural therapeutics, and respiratory interventions. His work in these areas underscores his dedication to improving health outcomes through research and ethical oversight.

LEGACY AND FUTURE CONTRIBUTIONS

Mwaka's legacy is marked by his dedication to education, clinical excellence, and ethical research practices. His contributions have significantly advanced the fields of orthopaedics, bioethics, and health research ethics. Moving forward, his continued involvement in mentoring and training future medical professionals and researchers will further solidify his impact on the medical community. His role in developing and implementing ethical guidelines for clinical research will ensure the responsible conduct of research and the protection of participants' rights and welfare.

NOTBLE PUBLICATIONS