Quek Portfolio

About

Quek is an innovative and deadline-driven AI Web Developer with 1+ years of industrial experience in developing and maintaining quality of web application.

Web & AI Developer

Passion is the best fuel for motivation.

Major: Bachelor of Computer Science (Artificial Intelligence) [Honours (With Distinction)]

Blog: https://medium.com/@qyaojing

Email: yaojingquek@gmail.com
Occupation: Software Engineer

I am looking for an organisation where I can apply my experience and knowledge and have opportunities to learn and develop to progress my career in the organisation. I understand and appreciate the fact that a team environment is both productive and efficient. I have the ability to compromise, show respect to others and listen to the needs of my teammates. While I can be a leader when necessary, I can also play an equal role on the team when the situation merits.

Skills

I am a hardworking and enthusiastic when dealing with my field of work. I am always finding route and altenative to improve myself in all sort of situation. I strive to satisfy the requirements of the most demanding of clients. Eager to take on new challenges and progress my knowledge even further.

Machine Learning / Deep learning90%

Natural Language Processing (NLP)80%

DevOps 75%

Programming 90%

Image Processing 90%

Data Visualization 75%

Resume

I am currently looking for an employment where I can expand my horizon to reach a greater potential, and give me wider experience into the industrial world.

Professional Experiences

Full Stack Web Developer / Machine Learning Analyst (Freelancer)

March 2022 - Present

Meta AI Sdn Bhd, Melaka

Reverse-Image Search Engine: Built a search engine that can search from Image dataset using TensorFlow CNN, OCR, python, Elastic Search and expose as a REST API using python Fast-API.
Web Dev: Built a web application using PHP Laravel to provides client GUI to interact with AI solutions and integrate with MongoDB and AWS RDS SQL database
Web Scraping: Used Python Requests & Beautiful Soup to parse web pages, located target elements with Regex and XPath. Saved data to document-oriented database MongoDB and notify for new updated changes.
In-Memory Cache: Integrated in-mem cache using Redis to speed up the frequently used request.
Containerization: Containerize all microservices using docker to speed up the deployment speed.

Intern Full Stack Web Developer

October 2021 - March 2022 (Part time for 2 years 2020 - 2021)

International Sdn Bhd, Melaka

Web Dev: Built a web application using PHP Laravel that enable a digital work to be copyrighted and protected in Blockchain. Application is hosted through AWS Beanstalk that provides flexibility in Auto Scaling and Load Balancing.
DevOps: Integrated a CI/CD pipeline using AWS Code Pipeline to speed up the deployment process.
Private Blockchain: Developed & designed the architecture of private blockchain using Hyperledger Fabric (HLF) to securely protect digital work asset in immutable database
Monitoring: Integrated Prometheus and Grafana to monitor for docker container's health and conditions.
Automated Testing: Wrote test case in Gherkin format to achieve best practices in defining test situations. Involved of defining happy path and sad path.

Workshop Instructor - Autonomous Humanoid Robot and Artificial Intelligence (AI)

23 - 25 September 2020

Politeknik Ungku Omar, Ipoh

Provides robotic and AI training to polytechnics accross Malaysia including Sabah and Sarawak.
Prepare course outline and syllabus for Robotic Operating System (ROS) and Nvidia Jetson Nano.
Provides support for tutorial in connecting Robotis Dynamixel MX-28 motor with OpenCR controller board.
Provides exposure on Artificial Intelligence (AI) and robotics

Student Research Asistant

November 2018 - October 2021

University Teknikal Malaysia Melaka

Online Proctoring System: Developed an online proctoring plugin using TensorFlow Keras, Face Recognition algorithm to detect student cheating behavior in online examination system in PHP Moodle.
DL/ML Production: Developed REST-API pipeline to automatically clean, preprocess, model loading and predict through python FAST API.

Vision Engineer Internship Trainee

November 2017 - April 2018

Galaxy Group of Companies - Scientific & Technical Products Sdn Bhd, Selangor

Autonomous Drone: Develop a Support Vector Machine (SVM) arrow classification algorithm for navigation
Robot Balancing: Develop an auto-balancing system for robot using PID control system
SLAM: Integrated a vision-based SLAM system (ORBSLAM) for Robot Car to navigate in unfamiliar situation.
Obstacle Avoidance: Develop a code to allow robot to avoid obstacle using image processing and fuzzy logic
Research: Read and understand how fuzzy logic and reinforcement learning helps in robot balancing

Education

Bachelor of Computer Science (Artificial Intelligence) in Honours

2018 - 2022

University Technical Malaysia Melacca (UTeM)

CGPA: 3.96/4.0

Awarded Dean's Merit List Prize for achieving a Cumulative Grade Point Average (CGPA) of 3.5 or above in every semester.
Appointed as student research asistance(SRA) on Artificial Inteligence (AI) project
Published a research paper entitled "A permissioned blockchain for Intellectual Property Copyright Protection" in Web of Science
Co-Author of the book entitled "Intellectual Property In the Age of AI & Blockchain" (ISBN: 978-967-2454-93-9)
Co-Founder and Technical Lead of UTeM Google Developer Club (DSC UTeM)

Diploma in Information Technology (Information Security)

2015 - 2017

Politeknik Ungku Omar (PUO)

CGPA: 3.97/4.0

Recipient of best student award in Information Technology Department in 2017 convocation.
Recipient of industrial award in 2017 convocation.
Represent Malaysia in International Robotic Competition (FIRA HUROCUP BEIJING 2016)
Programming Lead of Robotic Team.