Curriculum Vitae
Updated:
📧 Contact Me
📌 Career Objective
Strong analytical thinker with problem-solving and presentation skills. Seeking to leverage on model development experience and strong understanding in predictive modeling, and computer vision with a solid computer science background and understanding of machine learning & data science will be utilized. Bringing hands-on experience, excellent collaboration and communication skills, as well as programming skills.✨
💻 Professional Experiences
MARQETR Kuala Lumpur, MY
Data Scientist Jan 2022 - Dec 2022
- Work with stakeholders to identify opportunities for leveraging company data to drive business solutions
- Mine and analyze data from company databases to drive optimisation and improvement of product development, marketing techniques and business strategies
- Design and develop custom and scalable predictive algorithms to apply to data sets
- Assess the effectiveness and accuracy of new data sources and data gathering techniques
- Use predictive modelling to increase and optimise customer experiences, revenue generation, targeting and other business outcomes
- Collaborate with engineering team to bring analytical prototypes to production
- Develop company A/B testing framework and test model qualitys
- Generate actionable insights for business improvements
- Develop processes and tools to monitor and analyze performance and data accuracy
RiseHill Data Analysis Kuala Lumpur, MY
Data Scientist Jun 2021 - Dec 2021
- Ensure the data quality by performing data cleaning, normalization & enrichment
- Working on every aspect of Data Analytics and Predictive Modelling
- Develop data models and algorithms to apply to data sets
- Used Machine Learning algorithms & statistical techniques to produce solutions to the business problems
- Conduct research from which to develop prototypes and proof of concepts (POC)
- Built ML workflow & designated experiments to supply tailored reports to the manager, and potential clients
- Applied cutting-edge Computer Vision skills for POC in face recognition & counting for productivity measurements
- Built and test Machine Learning model in Dataiku DSS Platform to select the most appropriate ones for use on a project
- Develop new client relationships/potential collaboration
- Meet & present the company's product/services & highly responsible to prepare high business value commercial proposals across different domains of the industries (client-facing skills)
- Achievement: Utilize extensive knowledge in Data Science & Computer Vision such as developed predictive modeling, abilities to extract, clean, and prepare data for data science model ingestion and communicate those complex & technical outputs to the business peoples or industry experts
Omdena New York, NY
Machine Learning Engineer (Part-Time) Sep 2021 - Dec 2021
- One of the collaborators out of 47 AI Engineers from 18 Countries (8 weeks challenge)
- Build an automated plant health prediction model, using drone-derived multispectral and thermal data combined with weather and irrigation data
- Train a model to detect water stress, pest infestation, and man-made plant stress
- Tools: QGIS, DAGsHub, GoogleColab, DVC
PULSY Technology Cyberjaya, MY
Associate Software Engineer Apr 2021
- Monitor and maintain the current system of Novartis and CBRE such as debugging and keep eye on the functionality of the systems
- Monitor AWS Management Console of Novartis and CBRE to manage their resources and well functions
- Provide documentation for the design, development, integrations, and deployment of the web app
- Work with IoT Engineer to perform and design testing protocols/prototypes to ensure that the product is fully tested before the deployment
- Ensure that all enhancements, bug fixes, and tasks assigned are well documented
- Able to teach and presents the programming or back end part to other team members to ensure they understand how the code works and functions at the back end side
- Contributor to the team member to ensure the project requirements are met
Terra Weather (Apprenticeship) Singapore, SG
Deep Learning Infrastructure Development Sep 2020 – Jan 2021
- Part-time Apprenticeship
- Develop new TW Caffe layers enhance data processing pipeline
- Optimize the TW Caffe backend
- Develop new layers using C++ and Smojo
- Extend the Willow of Smojo-to-C compiler
- Integrating open-source framework, ZeroMQ to streaming real-time I/O using C++
Shoppegram Cyberjaya, MY
Digital Marketer Sep 2020 – Apr 2021
- Product Research & Product Sourcing
- Manage E-Commerce Store & Run Facebook campaigns for each product
- Analyze data and report
- Manage supply chain
Skymind Kuala Lumpur, MY
Junior Deep Learning Engineer (Trainee) Apr 2020 – Jun 2020
- Trained by Skymind’s experienced Deep Learning Engineer on how to effectively use Deep Learning tools to create Computer Vision Models for productions
- Understand the state of the art of advanced machine/deep learning concepts, theory, and applications Deep Learning model development from deploying deep learning to production
- Hands-on with a large data set, learn algorithms, build models, and verify them
- Improved (fine-tune) deep learning models
- Used advanced techniques and algorithms of Deep Learning for Computer Vision
- Knowledgeable in how to image processing, image classification, object detection to image segmentation, using the Deeplearning4j framework
- Knowledge in machine/deep learning, optimization, probability theory, and statistical inference
- Powerfully used programming in Java using IntelliJ IDEA and Python
- Achievement: Utilize extensive knowledge in deep learning to complete a Computer Vision Project (Face Recognition) within two days (meet the project timelines)
Department of Information System Kuching, SWK
Internship Feb 2017 – July 2017
- Debugged Service-Learning System for Local Support
- Performs upgrades and maintenance to the Service-Learning System
- Information and data gathering to be inserted into the Service-Learning System
- Managed the database of SL System
- Develop a website for the promotional and latest information about SL Projects including contents writing & web designing
- Performed research about SL & communicated the research both internally & externally to the Service-Learning’s Advisor
- Engaged in team collaborations to meet the goals for implementation of Service Learning
- Achievement: Utilize extensive knowledge in a programming language such as PHP, HTML, MySQL, MySQLi, CSS, & database management to complete the SL System & SL website within the time frame
🎓 Education
University Malaysia Sarawak (UNIMAS) Kuching, SWK
Bachelor of Computer Science with Honours 2014 – 2019
- Major in Information System
Labuan Matriculation College Labuan, FT
Biology, Chemistry, Computer Science 2013 – 2014
- Core Subjects: Biology, Chemistry, Computer Science
📝 Projects & Publications
Please visit my Publication and Portfolio for more details.
🦾 Skills
- Programming Languages: Python, JSON, HTML, HTML5, CSS, PHP, MySQL, NoSQL, Java, C++, R, Java Script, Prolog, XML, LateX
- NLP: Named Entity Recognition (NER), Text Pre-Processing using SpaCy
- Computer Vision: Face Recognition, Video Analysis, Image Processing, OCR
- Tools: IntelliJ IDEA, Adobe Dreamweaver CC 2017, Microsoft Visual Studio, Tableau, Weka, Eclipse, Notepad++, Rapid Miner, TeXstudio, CUDA, Maven, Laravel, Firebase, Dataiku, PyCharm, Jupyter Notebook, Google Colab & VS Code
- Others: AWS EC2, Dataiku, Tableau, SAS, DAGSHub, Data Vision Control (DVC)