Kevin Mangan
- Role
- Software Development Engineer at Amazon
- Location
- Seattle, WA, US
- LinkedIn followers
- 500 followers
Experience
Software Development Engineer
Oct 2016 — Present
Last Mile Routing and Planning - Pricing and dynamic surge pricing - Labor planning, long-term and intra-day forecasting, dispatch optimization - ie. determining the number of drivers we need, how long they should work, and when they should arrive at the delivery stations based on data such as historical order volume, under-the-roof constraints (package induction/stow/stage rate, line-haul arrival, parking lot throughput, etc.), driver delivery efficiency in specific geographical areas, and last minute route generations- Work directly with teams of data scientists, statisticians, and economists to develop and productionalize ML and mixed integer programming optimization models
Skills
- Mathematical Physics
- Analysis
- Javascript
- Partial Differential Equations
- Python
- Java
- Algebra
- Mathematics
- Programming
- Theoretical Computer Science
- Topology
- Css
- Unix
- Ruby on Rails
- Differential Equations
- General Chemistry
- Windows
- Matlab
- Mac Os X
- Sql
- Jquery
- Html
- Mathematica
- Ruby
- Physics
- Hamcrest
- Play Framework
- Os X
- Scala
- Calculus
- Engineering
- Number Theory
- Discrete Mathematics
- Computer Science
- Algorithms
- C++
- Deep Learning
- Software Engineering
- Graph Theory
- Linear Algebra
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