Experience

Fundraising KIT

• Canada
• Technology, Information and Media
• 1 - 100 Employee

• Technical Lead, Data and Intelligence

  • Jan 2023 - Present

  - Oversaw the development and implementation of complex data-driven projects as Technical Lead of the Data and Intelligence team.- Mentored team members and shared knowledge to help them grow as developers.- Built the infrastructure for reporting tools, including designing and implementing effective data models to ensure accurate and efficient reporting.- Designed and built API endpoints to handle large amounts of data with Django, enabling the customer to access and analyze vast amounts of data quickly and efficiently.- Designed and built background jobs to compute summary statistics of donation behavior, which enabled the organization to make data-driven decisions and gain valuable insights into their donor base.- Developed a deep understanding of data-driven solutions and demonstrated leadership skills in leading a team to success. Show less

• Machine Learning Engineer

  • Mar 2021 - Present

  - Constructed a data pipeline to analyze past donation and engagement data to identify potential major donors.- Designed and developed a ML model to identify potential recurring donors to increase revenue for fundraisers. - Implemented tools to utilize large datasets to generate reports to summarize fundraising performance.- Construct pipelines to generate RFM scores and implemented RFM engagement widget to assist donor segmentation.- Maintained and optimized machine learning models for predictive analytics and dashboard. Show less

• Full-stack Developer

  • Mar 2021 - Present

  - Designed and implemented flexible reporting tool that can export insight into various format for fundraisers to share and present insights. - Implemented state of art Dashboard system allowing user to customize and utilize the dashboard for various business needs.



Keela

• Canada
• Software Development
• 1 - 100 Employee

• Machine Learning Engineer

  • Dec 2020 - Mar 2021

• Full Stack Developer

  • Jan 2020 - Mar 2021

  - Collaborated with the product team including UX designers and product managers to implement fundraising and campaign tools to assist customers to achieve their goals.- Designed and implemented an effective and scalable data validation system to improve data quality and reduce system errors.- Designed and implemented bulk receipting system that were able handle receipt processing in large scale.- Designed and developed a balanced product scorecard tool for performance evaluation. Effectively measured development time and provided efficient estimation for sprint planning. Show less



UrbanLogiq

• Canada
• Software Development
• 1 - 100 Employee

• Consultant, Data Scientist (Capstone Project)

  • Apr 2019 - Jun 2019

  - Collaborated with Urbanlogiq to analyzed and produced visualization and reporting tool for traffic collisions. - Constructed a robust data pipeline that maximized reproducibility. - Performed data wrangling, resulting in a high quality of clean data. - Implemented machine learning model to translate data into valuable insights for urban planning and to reduce fatality from traffic collisions - Collaborated with Urbanlogiq to analyzed and produced visualization and reporting tool for traffic collisions. - Constructed a robust data pipeline that maximized reproducibility. - Performed data wrangling, resulting in a high quality of clean data. - Implemented machine learning model to translate data into valuable insights for urban planning and to reduce fatality from traffic collisions



Royal Canadian Mounted Police | Gendarmerie royale du Canada

• Law Enforcement
• 700 & Above Employee

• Software Developer

  • Jan 2017 - Aug 2018

  - Constructed reporting tools for business intelligence and data analysis. Significantly improved operational efficiency and accelerated decision making. - Designed and implemented modern UI and applications for task management tools, resulting in significant improvement over user experience and performance. - Maintained and modified legacy codes and assisted in the provision of application support service. Significantly improved system performance and data integrity. - Collaborated with development teams, management teams, and committees and assisted in delivering training. Received excellent feedback for initiatives, problems solving abilities and and effective communication. Show less



Starbucks

• United States
• Retail
• 700 & Above Employee

• Barista

  • Jan 2011 - Jan 2012

  Ensured customers’ satisfaction by producing drink according to proper procedure and high standard Consulted with clients regarding their own personal preferences for drinks. Ensured clients’ beverage met their expectations. Ensured the store hygiene meeting the high standard. Our store was ranked top 10 in Canada for customer’s review. Ensured customers’ satisfaction by producing drink according to proper procedure and high standard Consulted with clients regarding their own personal preferences for drinks. Ensured clients’ beverage met their expectations. Ensured the store hygiene meeting the high standard. Our store was ranked top 10 in Canada for customer’s review.