Research Projects
SF Express - Data-Driven Design of Hyperconnected Intra-City Logistics Service Networks
August 2017 - October 2020 - Shenzhen, China
Developed processes and algorithms for fast, efficient, resilient and sustainable delivery services in China
Designed and prototyped stochastic optimization models to configure the layout of smart locker banks based on 100 delivery scenarios
Developed analytical and optimization models to deploy mobile storage resources in a multi-echelon parcel logistics system handling 10 millions parcels a day improving network speed and reducing network cost by up to 20%
Designed and prototyped scalable distributed algorithms based on stochastic programming and benders decomposition to dynamically manage modular storage capacity over a network of 2000+ logistics nodes saving up to 25% capital expenditures compared to a fixed capacity design strategy
Lead a research team of 3 engineers and 2 data analysts to develop a large-scale multi-echelon network optimization framework including topology clustering, hub location-allocation, multi-commodity network flow optimization, and capillary network simulation models
Presented conceptual frameworks and research progress to the company's executive team on a quarterly basis
Tools: MS SQL Server, Python, Gurobi, CPLEX, Anylogic
Expertise: data analysis, forecasting, optimization, simulation, research, project management
SF Technology - Hyperconnected Fresh Supply Chain Solutions
November 2017 - August 2019 - Shenzhen, China
Developed strategy and business models for fresh product delivery services in China
Designed conceptual framework and strategic road-map for innovations deployment
Coordinated a team of 7 engineers and 3 faculty members
Tools: Python, Excel
Expertise: data analysis, research, project management
Thyssenkrupp Elevators - Smart Hyperconnected Intra-Building Logistics Systems and Services
January 2017 - December 2017 - Atlanta, GA, USA
Developed innovative concepts and processes for next-generation intra-building logistics using delivery robots, drones, and smart elevators
Lead a team of 2 engineers to develop intra-building logistics simulation, forecasting, and optimization models to explore innovations
Tools: Python, Excel, Anylogic
Expertise: data analysis, simulation, research
Delta Tech Ops - Towards the Ultimate Set Up: Execution and Control of Special Projects
April 2016 - August 2016 - Atlanta, GA, USA
Developed scheduling process for special project operations (maintenance, repair and operations) reducing deferral rate from 25% to 5%
Created an Excel-based tool automating special projects scheduling on a fleet of 80 airplanes
Tools: Python, Excel
Expertise: data analysis, maintenance scheduling, consulting
Equion Energia - Supply Chain Outsourcing Strategy and Integration
January 2016 - May 2016 - Bogota, Columbia
Evaluated and developed strategic sourcing proposals to support field services and reduce operational costs for a major Oil & Gas Producer in Colombia
Restructured the organization’s supply chain and logistics team
Streamlined the organization’s logistics processes using value stream maps
Tools: MS Visio, Excel
Expertise: lean management, consulting
Tyffany & Co. - Warehouse Optimization
August 2015 - December 2015 - New York, NY, USA
Performed ABC, affinity, heat map & forward pick area slotting analysis to propose improved warehouse slotting strategy
Designed warehouse layout and slotting strategies for 20,000 high value SKUs improving picking efficiency by 30%
Tools: MS Access, SQL, Excel
Expertise: data analysis, warehouse design, consulting