Experience

Artica

• United States
• IT Services and IT Consulting
• 1 - 100 Employee

• Senior Applied Scientist

  • Aug 2022 - Present



Convoy Inc

• United States
• Transportation, Logistics, Supply Chain and Storage
• 500 - 600 Employee

• Data Scientist II, Dynamic Pricing

  • Jun 2021 - Aug 2022

  * Developed a Bayesian regression model to predict lost margin related to incidental charges that were not paid for. Model is used to anticipate incidental margin and identify key risk areas that require process improvement. * Worked on ML hardening efforts that monitors training data quality for pricing and bidding models. System alerts the team to train/serve skew, extreme values, and dropped data events. *Built tool set to evaluate how pricing strategies impact bidding win rates in the spot freight market. Tool used both simulation and regression models to evaluate consequences of pricing decisions. Show less



Wayfair

• United States
• Retail
• 700 & Above Employee

• Data Scientist, Operations Analytics

  • May 2019 - May 2021

  I helped build statistical modeling and optimization tools for the supply chain strategy group at Wayfair. • Helped start a coding best practices group mentoring data scientists on how to organize code and utilize version control. • Led efforts enabling teams to use latest cloud-based technologies (e.g. Google Cloud Platform). • Developed fuzzy clustering algorithm (fuzzy C- medians) for facility locations problems. Enabled teams to incorporate uncertainty when assigning markets to delivery agencies. • Led development of Bayesian warehouse capacity model to identify risk of facilities exceeding storage capacity. Model is incorporated in operational decisions and timing when to open a new facility. Show less



Carlisle & Company, LLC

• United States
• Business Consulting and Services
• 1 - 100 Employee

• Senior Data Scientist

  • Dec 2018 - May 2019

  I work with both strategy consultant and product development teams to bring data-driven solutions to the vehicle after-sales industry for a variety of domestic and foreign automotive manufacturers. • Led and managed data science portion of consulting projects.• Worked with leadership to identify data monetization opportunities.• Designed safety stock optimization algorithm. Worked with team of developers to integrate solution into a desktop tool. Helped manufacturer obtain 15% reduction in safety stock inventory costs. Show less

• Data Scientist

  • Aug 2016 - Dec 2018

  • Worked with team of developers to integrate data science solutions into software.• Closely worked with consulting teams to enable data-driven decision making.• Identified segments for retail sites and inventory management parameters for each segment. Reduced inventory cost by 25% and maintained existing service levels.• Helped develop customer churn API. Developed model that identified risk of churn and customer attributes driving risk score.