Matthew Henderson Email and Phone Number

• Built a RESTful microservice for predicting vehicle battery state-of-health using OpenCPU, R and logistic regression.• Tested the performance of GPS antennae by using GIS packages in R (sf, osmdata, nngeo) to measure distance to centre of the road (as defined by OpenStreetMap).• Predicted roughness of roads using SCANNER survey data from Amey and multilevel models in R (lme4).• Predicted probability of potholes from roughness scanner data using linear regression models in R.•… Show more • Built a RESTful microservice for predicting vehicle battery state-of-health using OpenCPU, R and logistic regression.• Tested the performance of GPS antennae by using GIS packages in R (sf, osmdata, nngeo) to measure distance to centre of the road (as defined by OpenStreetMap).• Predicted roughness of roads using SCANNER survey data from Amey and multilevel models in R (lme4).• Predicted probability of potholes from roughness scanner data using linear regression models in R.• Predicted the probability of car crashes from accelerometer data using classification trees in R (rpart, caret, gbm).• Built and maintained several R packages for the data science team.• Created Shiny apps to showcase products and ideas developed by the data science team.• Used RMarkdown to generate data-driven reports. Show less

Taught the following courses:• Computerised Mathematical Methods in Engineering.• Probabilistic and Numerical Methods for Engineers.• Foundation Mathematics for Biological Sciences.Taught Mathematical Techniques for Electrical and Electronic Engineering.

Taught the following courses:• College Algebra with Applications.• Discrete Mathematics.• Introduction to Statistics.• Mathematical Modeling Using the Computer.• Trigonometry with Applications.• Introduction to Internet Programming.• Introduction to Computer Science with C++.• Diving into Python.

• Taught Advanced Engineering Mathematics.• Taught Calculus I.• Taught College Algebra.

• Worked under the supervision of Dr. Oliver Kullmann on an EPSRC-funded project to develop an active C++ library for satisfiability testing and constraint modelling.• Teaching assistant for Design Patterns and Generic Programming.• Teaching assistant for Algorithms and Complexity.

• Worked under Prof. John Shawe-Taylor in the Information: Signals, Images, Systems group• Learned coding in Matlab and Python• Co-authored Mixture of Vector Experts paper• Presented at the ALT 2005 conference in Singapore• Spoke about survey propagation in the ISIS seminar series