Kittawee Kongpan
Software Engineer | Data Engineer | Data Science
Education
Bachelor Degree
- Bachelor of Science : King Mongkut's University of Technology Thonburi, Media technology (2009-2012)
- Thesis : License plate detection based on template matching algorithm.
- International Conference on Computer and Communication Technologies (ICCCT’2012)
- Thesis : License plate detection based on template matching algorithm.
- Secretary of KMUTT student council. (2009 - 2011)
- Secretary of student union of faculty. (2008 - 2009)
Secondary School
- Secondary Demonstration School of Bansomdejchaopraya Rajabhat University,Sciences & mathematics program (2003-2008)
- Student president (2007)
Work Experiences
Data Café Co., Ltd. (May 2024 - Current)
- Machine Learning Operations
- Deploy, manage, and optimize machine learning models in production environments, ensuring smooth integration and efficient operations.
- Consult Data Science team to develop & improve quality code for easy to implement.
- Planning Task & Timeline to develop & deliver projects on time schedule.
Baania Co.,Ltd. (Oct 2022 - Apr 2024)
Data Engineer & Data Science (Python)
- Developed & improve scraping thailand property data (31 websites) and for improve quantity of data to find best confidence of model. (Python and Scrapy)
- Transform all scraping data to same data structure by defined types, convert text to another types, compare similar of data and convert data error to correct data.
- Reduce noise & error of data, fill none to correct data, remove missing data, filter outliner, create statistics parameters and delivers data, easy to use for create data model.
- Used linear regression, decision tree, random forest model (Scikit-learn) and experiment, hyper parameter tuning, visualization model (MLflow, Matplotlib, Seaborn) to find best solutions of machine learning model and delivers to customers.
- Find best real estate for buyer and agency.
- Approve home loan and refinance home for banks.
- Delivers data to end users for real estate entrepreneurs.
- Research and estimate possibility to open new sector of data by confidence and accuracy for increase sector of real estate information services.
- Develop process of data pipeline model for automate data workflow. (Jupyter, Dagster, Spark, Polars, Pandas)
Senior Software Engineer (VueJS)
- Developed & implement web application support for user friendly and improve quantity of visitors.
- Refactor structure code from 6,000 rows to less than 1,000 rows for easy to implement.
Soilfish Co., Ltd. (Mar 2021 - Oct 2022)
Project Manager
- Discuss & get requirement from stakeholders and find best solution to solve problem.
- Manage task from requirements, estimate timeline and assign task to team members.
- Manage multiple projects(3 projects) in time and manage Agile team and ensure that all projects are delivered on-time.
Senior Software Engineer (Node,React)
- Developed web application support for user requirement.(React,NestJS, Laravel, Wordpress)
- Content Management System. (CMS)
- Pricing calculator.
- Administrators system.
- Developed web application support for user requirement.(React,NestJS, Laravel, Wordpress)
ZMyhome Co.,Ltd. (Sep 2020 - Mar 2021)
- Senior Software Engineer (PHP,Yii2)
- Developed UX/UI web application support for user friendly and improve quantity of visitors.
- Developed Agent Information Sheet support for agent and buyer easy to compare real estate.
- Developed administrator web application easy to manage real estate for seller, agent and entrepreneur.
- Customer Relationship Management
- Property Management System
- Developed & maintenance real estate advertising tools support for seller, agent and entrepreneur by line api and email notifications.
DHA Siamwalla Ltd. (Nov 2018 - Aug 2020)
- Senior Software Engineer (Magento 2, Laravel, Vue)
- Get requirement from stakeholders and discuss with team lead to find solution for solving.
- Lead of web application project Membership system & Admin, support all marketplace store to manage order, promotion, redeem point for wholesale customer. (Laravel, VueJS)
- Developed, research and customize marketplace web application (3 websites) for improve engagement, purchase quantity of customer.(Magento 2)
- Developed & customize mini games Module.
- Customize promotions & packages.
- Developed plugins API shipping method, payment gateway & integrate to vendor services.
- Develop, customize & integration data to third-party systems in organizations(Accounting system,Multiple Warehouse Management System).
- Customize all web page of organization, support requirement from project owners.(5 websites)
Freelance (Apr 2018 - Oct 2018)
- Project Manager & Software Engineer Team Lead
- Consultant to customer by get requirement, find best solution of problem, estimate cost & timeline, develop project and deliver to customer.
- Use tools and agile methodology to manage multiple project in organization(8 officers),easy to manage project and delivery project on time schedule.
- Consult Software Engineer team (5 officers) to improve skill, productivity and find best practice to implement project.
- Example projects
- Web Applications (Laravel,Yii,Vue)
- Content Management System (Wordpress)
Technologyland Co.,Ltd. (Apr 2013 - Mar 2018)
Software Engineer(PHP,Yii,Linux)
- Startup to developed Customer Relationship Management (CRM) for customer service team, easy to manage customer such as quotations, invoices, billings, PDF generators, send emails, notification expires, ticket managements, etc.
- Developed webmail applications, email tools on web browser by organization and customers.
- Developed email server managements for IT team, easy to manage email by officers and customers.
- Install,transfer, enabled & disabled email system by customer.
- Create, read, update, delete email account.
- Developed Server Manage system & schedule applications for IT team to monitoring & manage all server in organization.
- Server monitoring, monitor bandwidth & disk usage, services status and email usage.
- Health check & notifications when service or server downtime.
- Backup system management & monitoring.
- Email connection & transaction monitoring by ISP, connection type, location to check & estimate security of email server.
- Firewalls management to blacklisted & whitelisted connection by country and ip address for improve security of email server.
Team Lead
- Research and discuss with stakeholders to find best solution for solve problems or improve to manage organization.
- Use project management tools, menage task for software engineer team and get requirement from officers.
- Use Git for easy to manage multiple projects.
- Mentor software engineer team (5 Officers) to improve skill and productivity.
Database Administrator & Engineer (MySQL,Firebase)
- Building database systems of high availability and quality depending on each end user’s specialized role.
- Designing and implementing databases in accordance to end users information needs and views.
Thaiorchids Co.,Ltd. (Jul 2012 - Mar 1013)
- Software Engineer (Fullstack PHP)
- Manage & develop back-office web applications, easy to used for officers.
- CCTV Monitoring
- Products Management
- Approves Management
- Manage & develop back-office web applications, easy to used for officers.
Certificates
- Google Cloud Skillboot
- Coursera Certificates
- AI Auto Chatbot Certificate (SPU,Thailand), Sep 2020
- Big Data Analytics Certificate (SIT KMUTT ,Thailand), Apr 2020
- System Analyst Certificate (SIPA,Thailand), Jun 2015
Skills
| Programming | Level |
|---|---|
| HTML | ⭐⭐⭐⭐⭐ |
| CSS | ⭐⭐⭐ |
| JS | ⭐⭐⭐ |
| Python | ⭐⭐⭐⭐ |
| PHP (Yii,Laravel,CakePHP,Codeigniter,PHP8) | ⭐⭐⭐⭐⭐ |
| ReactJS | ⭐⭐⭐ |
| Typescript | ⭐⭐⭐⭐ |
| VueJS | ⭐⭐⭐⭐ |
| Wordpress | ⭐⭐⭐ |
| Magento 2 | ⭐⭐ |
| Database | Level |
|---|---|
| Relational (MySQL) | ⭐⭐⭐ |
| Non-Relational (MongoDB,Firebase) | ⭐⭐ |
| DevOps | Level |
|---|---|
| Version control (Git) | ⭐⭐⭐⭐⭐ |
| Linux operating system | ⭐⭐⭐⭐ |
| Container Platforms(Docker,Kubernetes) | ⭐⭐⭐ |
| CI/CD (Google Cloud,Bitbucket,SonarQube,Jenkins) | ⭐⭐ |
| Cloud Computing | Level |
|---|---|
| Google Cloud Platform | ⭐⭐ |
| Microsoft Azure | ⭐ |