Clarence Lee

Experience

• 

  Lufthansa Technical Training Singapore

  Apr 2014 - Aug 2014

  Internship
• 

  Jamco Singapore Pte Ltd

  Oct 2014 - Feb 2015

  Internship

  > Responsible for documenting personnel entry and exit to prevent any safety mishaps. > Monitored any safety breaches that may happen before and after entry.> De-cluttered warehouse and labeled them accordingly for easy access.

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  OCBC Bank

  Dec 2017 - Dec 2017

  Consumer Loan Officer

  > Analysed data and generated pivot tables to show discrepancies. > Enabled fraud detection by performing checks in the system. > Performed general clerical duties to include but not limited to: photocopying, faxing, mail distribution and filing.

• 

  HOOQ

  Jan 2018 - Oct 2018

  Data Analyst

  > Content Specialist formulated Excel sheets (VBA) to hasten the production of daily and weekly reports, reducing downtime and increasing productivity. > Coordinated team's daily workflow and resolve dispute between departments and vendors.> Implemented operational workflow that enables the tracking of timely dated.

• 

  Murata

  Jan 2020 - May 2020

  Manufacturing Engineer

  Designed Kaizen / Rationalization project to convert manual labor to semi-autonomous.Project 1: Innovate Autonomous Air Gun implementation for Cleaning using SolidWorks and PLC Programming. Observations (Data collection) , Calculation, Testing (Prototype) and Circuitry involved. Project 2: Implement Python (OpenCV, Tkinter, PIL) and VBA as User interface to assist operator on picking out defects.

• 

  Murata

  May 2021 - now

  💻 Software Development:- Enhanced defect prediction web application by integrating a data collection page, significantly reducing collection time while improving data quality.- Designed and developed a comprehensive web application for data augmentation, model training and evaluation, and image processing settings.- Established secure API gateway for seamless data exchange with System Integrators.- Crafted a Lot End GUI using Python (Tkinter & FastAPI) as a robust backup system for machine maintenance and downtime.- Implementing load balancing techniques using Docker and NGINX for enhanced scalability and performance, allowing international deployment.- Developing a strategic plan for international deployment, customizing the platform to meet regional requirements.- Developing a .NET program for seamless communication with a robot arm.- Collaborating with cross-functional teams to implement cloud computing solutions utilizing AWS and Snowflake.🤝 Interpersonal Development:- Conducting routine code reviews for a junior team member, delivering feedback on coding style, best practices, and optimization techniques.- Leading expansion initiatives, overseeing development and implementation while adhering to project objectives while introducing agile methodologies for prototyping and testing.- Acting as a liaison between departments, stakeholders, and vendors, facilitating seamless communication and collaboration- Leading year-long employee engagement initiatives as Vice President of the Recreation Committee, emphasizing themes of ownership and adaptability. Show less 💻 Software Development:- Responsible for deploying a web application for image processing with a CNN model using React.js as frontend and Python (OpenCV & FastAPI) as backend, resulting in a 33% reduction in manpower.- Automated a labor-intensive process using Python (OpenCV & Tkinter) to detect regions of interest, enhancing workflow by 45%.- Established a miniature test server using Node.js and MySQL to facilitate file and data injection testing before transferring to the main database.- Utilized .NET language to develop programs to collect data from machines using FAengine.- Successfully integrated various programs with databases for efficient data storage and retrieval, utilizing MySQL and Oracle.- Refactor code to improve folder structure and code readability with proper documentation.📊 Digitization and Digitalization:- Employed ML tools for anomaly detection and forecasting purposes.⚙️ Hardware Development:- Designed and installed an image capturing system with a camera and lighting for labor-intensive processes.🤝 Interpersonal Development:- Acted as a liaison between departments, stakeholders, and vendors to ensure smooth and timely workflow of projects.- Led special company event planning activities (World Skills ASEAN 2023) as Vice President, including merchandise planning, ad hoc tasks, and delegation of duties to respective personnel. Show less 💻 Software Development:- Designed a CNN model using TensorFlow to assist in predicting defective products using collected datasets, improving workflow by 97.5%.📊 Digitization and Digitalization:- Improved productivity and response time through Power Automate and Power BI visualization & alerts, resulting in reduced machine downtime and enhanced tracking of employees' work ratios.⚙️ Hardware Development:- Spearheaded Smart Factory initiatives by leveraging SolidWorks to simulate feasibility and create prototypes.- Leveraged Raspberry Pi for the development and testing of prototypes.🤝 Interpersonal Development:- Acted as a liaison between departments, stakeholders, and vendors to ensure smooth and timely workflow of projects. Show less

  • Software Engineer II

    Apr 2024 - now

  • Software Engineer

    May 2023 - Apr 2024

  • Rationalization Engineer

    May 2021 - May 2023
• 

  Rosemadame Craftwork

  Aug 2023 - now

  Business Advisor

  - Provided strategic advice on research and development, guiding the company in innovative approaches to product development and technological advancements- Played a key role in enhancing business scalability, identifying opportunities for expansion and recommending scalable processes to accommodate growth- Provided financial expertise to the leadership team, assisting in budgeting, forecasting, and financial planning- Created and managed project schedules, ensuring efficient and timely completion of tasks and milestones Show less