Joseph Walker Email and Phone Number
PhD in Data Intensive Science and High Energy Physics at Durham University. Throughout my degree I have developed my machine learning and data intensive science acumen. During my PhD program I have applied a range of mathematical and computational tools to solve novel problems in the real world through a series of industrial placements. Throughout these projects I have honed my ability to work individually and collaboratively with team members from a variety of academic and cultural backgrounds based globally. Upon completion of my degree, I am pursing a career applying cutting edge modern data analysis tools to new, interesting evolving data sets to solve the big challenges of today.During my PhD I have largely focused on analysing large and complex data sets produced from Monte Carlo simulations, agent based models and (real-world) multidimensional time series using Python and C++. In a physics context, I've worked on constraining the Yukawa coupling of the charm quark to the Higgs boson. Using my knowledge and experience in machine learning, data analysis and computational model building I have been privileged to take on a selection of real world challenges in industrial placements at Nissan, EDF and UN Global Pulse.
Rosen
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Data ScientistRosen Jan 2024 - PresentNewcastle-Upon-Tyne, England, United Kingdom -
Phd Candidate In Data Intensive Science And High Energy PhysicsDurham University Oct 2018 - Nov 2023Durham, England, United KingdomResearch focused on applying well established or novel machine learning techniques to solve problems in particle physics and in industrial settings via several industrial placements. (Project funded by STFC as part of the Centre for Doctoral Training in Data Intensive Science at Durham). -
Teaching DemonstratorDurham University Oct 2019 - Mar 2023Durham, England, United KingdomWork along side professors to aid the students in theirunderstanding of course materials in problems classes– Provide Individual and personalised approach for each student– Discussing physics content within the course and wider physics context– Timely marking of student mid term assessments -
Graduate Student Intern / DeveloperUn Global Pulse Jan 2022 - Aug 2022New York, United StatesDeveloped code and contact tracking techniques in JUNE (github.com/IDAS-Durham/JUNE) alongside Durham University and UN Global Pulse. Implementing a social contact tracing algorithm in a simulation of a digital twin of Cox’s Bazar refugee camp (github.com/UNGlobalPulse/UNGP-settlement-modelling). This work produced novel contact matrices in the context of the UK and Cox's Bazar which will aid further work in understanding disease spread in a range of settings.- Develop a new module in JUNE for efficient virtual contact surveys– Design an interview program to gain insights into the daily lives in Cox’s Bazar to improve digital twin realism– Disseminate work into a public release of model, written publication (https://royalsocietypublishing.org/doi/10.1098/rsos.231066) andconference presentation (20th Dec 2022) -
Graduate Student Intern / ResearcherEdf (Uk) Sep 2020 - Apr 2021Hartlepool, England, United KingdomResearcher developing exploratory data analysis tools which provided deeper and intuitive insights into complex time-series data. These tools were then packaged into a demo Python-Flask application.– Data wrangling with large historical multi-dimensional time series– Apply a range of analytical tools to gain insight into the data– Develop online monitoring tools for near live data– Plan and build a GUI analysis tool in Python using Dash– Report key findings and write technical report -
Graduate Student Intern / Deep Learning InternNissan Motor Corporation May 2019 - Jul 2019Sunderland, England, United KingdomWorked in a AI and deep learning team to develop convolution neural networks and novel image processing tool-chains to perform a range of online or offline tasks.- Collect and label test data- Build and train machine learning models with Tensorflow and Keras- Develop novel image analysis techniques- Present work at Durham Data Intensive Science CDT Conference (3rd July 2019)
Joseph Walker Education Details
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Elementary Particle Physics -
1St Class Hons -
Prior Pursglove CollegeA-Levels: Mathematics (A*), Further Mathematics (A), Physics (A*), Chemistry (A*) -
Gcses & Equivalents: 7A*, A And B Grades.
Frequently Asked Questions about Joseph Walker
What company does Joseph Walker work for?
Joseph Walker works for Rosen
What is Joseph Walker's role at the current company?
Joseph Walker's current role is Data Scientist at ROSEN UK.
What schools did Joseph Walker attend?
Joseph Walker attended Durham University, Durham University, Prior Pursglove College, Hellesdon High School.
Who are Joseph Walker's colleagues?
Joseph Walker's colleagues are Trevor Williams, Maik Bekel, Gary Wright, Edgar Olivos, Mohsen Alsaihati, Rainer Jansen, Amir Zakwan.
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