Mathew Lee

• Applied Data Science – Identified expansion opportunities across the Asia and Australia markets using regression in Azure AutoML. Interpreted and shared model results for category managers to leverage in customer meetings.
• Lead Geomarketing Capabilities – Managed a team of contracted analysts to optimize regional assortments using clustering algorithms (K-Means, DBSCAN, etc.) in sklearn, contributing to sales increases in the Africa regions.
• Visualize and Apply ML Model Results –… Show more

• Applied Data Science – Identified expansion opportunities across the Asia and Australia markets using regression in Azure AutoML. Interpreted and shared model results for category managers to leverage in customer meetings.
• Lead Geomarketing Capabilities – Managed a team of contracted analysts to optimize regional assortments using clustering algorithms (K-Means, DBSCAN, etc.) in sklearn, contributing to sales increases in the Africa regions.
• Visualize and Apply ML Model Results – Designed intuitive PowerBI dashboards for 150+ users, in partnership with sales, to gain the adoption of ML generated models across Australian sales leadership.


Co-Founder and President, Python PEP-Club May 2020 – Apr 2022
• Inspired and led a team of 10 to establish and grow an advanced analytics community of 350+ members.
• Sparked member engagement with trainings, data science showcases, office hours, Kaggle events and more.

HQ Chair/Community Chair, PAN (PepsiCo Asian Network) November 2017 – January 2022
• Led a team to develop PAN’s AOP. Presented to C-Suite Execs to secure $27k to drive member engagement. Show less

• Time Critical Big Data Analysis – Utilized Python to provide time critical visit plan analytics on 4.6 million records. Rapid execution prevented $1 million impact to make, move, and sell operations in 900 stores.
• Analyze Transportation Cost for Optimization and Load Readiness – Leveraged SQL to identify late loads across FLNA's distribution network. Recommended process improvements to the Director of Supply Chain Strategy to improve distribution center load readiness and order fill… Show more

• Time Critical Big Data Analysis – Utilized Python to provide time critical visit plan analytics on 4.6 million records. Rapid execution prevented $1 million impact to make, move, and sell operations in 900 stores.
• Analyze Transportation Cost for Optimization and Load Readiness – Leveraged SQL to identify late loads across FLNA's distribution network. Recommended process improvements to the Director of Supply Chain Strategy to improve distribution center load readiness and order fill rates.
• Key SQL/Data Analysis Resource – Improved SQL proficiency across the team, enabling the analysts to analyze and improve the product recall process for 1.25MM customers.


HQ Chair, PAN (PepsiCo Asian Network)
• Develop structured AOP business case with ERG plank leads and treasurer to deliver plan to Executive Leadership. Secured $29M during AOP review with the Executive Committee and CHRO. Show less

• Engineer and Launch Tableau Dashboards – Developed data marts in Oracle via SQL sandbox tables. Applied the tables as a source in Tableau reporting for hundreds of sites to catch product issues, improving order fill-rates.
• Improve Audit Efficiency – Designed and deployed a full-stack web app to assess data setup accuracy using Golang, Javascript, HTML and CSS.
• Sourcing Analysis Process Development – Engineered a process to cleanse inconsistent sourcing information for 130,000+… Show more

• Engineer and Launch Tableau Dashboards – Developed data marts in Oracle via SQL sandbox tables. Applied the tables as a source in Tableau reporting for hundreds of sites to catch product issues, improving order fill-rates.
• Improve Audit Efficiency – Designed and deployed a full-stack web app to assess data setup accuracy using Golang, Javascript, HTML and CSS.
• Sourcing Analysis Process Development – Engineered a process to cleanse inconsistent sourcing information for 130,000+ records through Python and SQL analysis.


Community Chair, PAN (PepsiCo Asian Network)
• Managed 3 event supervisors who coordinated 45 volunteers for race participation and promotion of 170 cases of new products to 21,000 attendees at the DFW Dragon Boat Festival. Received W2G for execution. Show less

• Project Management – Led the adoption of an improved packaging element at the world’s largest Gatorade facility. Reduced material costs lead to a projected savings of $3.8 million across the Gatorade network.
• Manage a Production Line – Led a team of 12 associates on two production lines, increasing adherence by 5%, resulting in a $350,000 increased throughput. Oversaw production of 40,000 cases for both lines each day.
• Managed a $20,000 spend project to ensure the facility met AIB… Show more

• Project Management – Led the adoption of an improved packaging element at the world’s largest Gatorade facility. Reduced material costs lead to a projected savings of $3.8 million across the Gatorade network.
• Manage a Production Line – Led a team of 12 associates on two production lines, increasing adherence by 5%, resulting in a $350,000 increased throughput. Oversaw production of 40,000 cases for both lines each day.
• Managed a $20,000 spend project to ensure the facility met AIB, FSMA and other quality standards.
• Analyzed, identified and reduced water loss by 15,000 Gallons per day on operating equipment.
• Coordinated with the facility QC team to ensure facility FSMA, AIB, and FSSC preparedness. Participated in FSMA, AIB, and FSSC audits to gain insight and verify facility compliance.

President, CONNECT
• Led an ERG group of 15 associates, both hourly and salary, to deliver on PepsiCo’s 80/20 Key Priorities.
• Implemented Interview Trainings, Associate Engagement Events, Fundraisers and Business Initiative Awareness Campaigns to support talent, culture, community and the business. Show less