Co-founded and served as CTO for Taxpedited.com, a SaaS platform that leverages advanced AI and process improvement methodologies to reduce corporate tax preparation time by 40%.Sole developer responsible for the entire tech stack, utilizing Python, SQL, HTML, and JavaScript, and working with the Flask framework and libraries such as sklearn, pandas, and SQLAlchemy.Implemented advanced process improvement techniques and machine learning algorithms to enhance the platform's efficiency… Show more Co-founded and served as CTO for Taxpedited.com, a SaaS platform that leverages advanced AI and process improvement methodologies to reduce corporate tax preparation time by 40%.Sole developer responsible for the entire tech stack, utilizing Python, SQL, HTML, and JavaScript, and working with the Flask framework and libraries such as sklearn, pandas, and SQLAlchemy.Implemented advanced process improvement techniques and machine learning algorithms to enhance the platform's efficiency and accuracy.Designed an intuitive and user-friendly UI to ensure a seamless user experience.Led the development of a robust backend system to support complex data processing and integrations.Conducted rigorous testing and optimization to maintain high performance and reliability of the platform.Collaborated closely with stakeholders to understand user needs and translate them into effective technical solutions.Provided ongoing maintenance and updates to ensure the platform remained cutting-edge and met evolving industry standards. Show less

Created a data-driven property analytics website to empower property seekers with reliable and transparent data, simplifying the search for their dream home.Developed a user-friendly platform that offers in-depth property market analysis and insights, featuring an interactive map for exploring and comparing properties across different locations.Enabled real estate agents and property marketers to enhance their marketing efforts with customizable maps and trend graphs.Utilized… Show more Created a data-driven property analytics website to empower property seekers with reliable and transparent data, simplifying the search for their dream home.Developed a user-friendly platform that offers in-depth property market analysis and insights, featuring an interactive map for exploring and comparing properties across different locations.Enabled real estate agents and property marketers to enhance their marketing efforts with customizable maps and trend graphs.Utilized millions of data points from multiple sources to provide comprehensive and accurate property data.Leveraged data visualization to revolutionize the real estate industry, making property information easily accessible to everyone. Show less

Providing IT consulting services to NGOs and small businesses. Currently CEO/Founder of dreamsofhome.sg, a data analytics property site to help Singaporeans in their home search, and helping real estate agents boost their marketing game.

Data Specialist at Thunderquote, driving data management transformation for Fei Yue. Collaborated on enhancing data systems, improving data management processes, launched a PowerBI and data analytics training program, and facilitating change management. Passionate about leveraging data for organizational success

Led a company-wide data transformation initiative, managing millions of data points to ensure a smooth migration to new systems.Designed and implemented robust data validation and transformation procedures between accounting and reporting systems to generate accurate financial reports.Developed ETL pipelines to integrate the eFront system with Partners Group’s data structure, achieving 98% efficiency and automation with zero data loss.Managed and supported over 20 data… Show more Led a company-wide data transformation initiative, managing millions of data points to ensure a smooth migration to new systems.Designed and implemented robust data validation and transformation procedures between accounting and reporting systems to generate accurate financial reports.Developed ETL pipelines to integrate the eFront system with Partners Group’s data structure, achieving 98% efficiency and automation with zero data loss.Managed and supported over 20 data, financial reporting, and automation projects with international collaboration, working with colleagues in Switzerland, the Philippines, and Singapore.Automated financial reporting using SQL, Python, and Excel solutions, increasing efficiency by over 50% and reducing manual processing time by 80%.Created advanced analytics dashboards in QlikSense and Excel, facilitating data analysis for accountants and generating client reports, reducing manual effort by over 50%.Established automated system controls for data input and validation to ensure consistent data quality, reducing the error rate by 20%.Regularly conducted SQL and Excel training sessions at various levels for team members, leading to increased overall team productivity. Show less

Spearheaded and worked with IT on a data transformation project to convert eFront type accounting data into PG's unique type data structure, to allow all existing systems to work with the new eFront accounting data type. Code was mainly derived and written in SQL.Built new procedures to accommodate the accounting system migration

Ensuring certification for companies are in compliance to the regulatory standards set by the respective boards.Performed detailed analysis and examination of financial statements for audit clients, providing effective solutions to potential accounting issuesUnderstanding and ensuring that companies financial statements are true and fair through the use and practice of extensive audit knowledge and skills.Maintain a portfolio in auditing listed and well known companies and… Show more Ensuring certification for companies are in compliance to the regulatory standards set by the respective boards.Performed detailed analysis and examination of financial statements for audit clients, providing effective solutions to potential accounting issuesUnderstanding and ensuring that companies financial statements are true and fair through the use and practice of extensive audit knowledge and skills.Maintain a portfolio in auditing listed and well known companies and funds.Achieved a consistent overall “high performer” rating and was double promoted in 2015 Show less

In charge of a section of 7 men for electrical maintenance and repairs. Was accountable for over 120 land rovers and other wheeled vehicles during the period of service.