Matthew Maddock

Matthew Maddock Email and Phone Number

Senior Data Scientist at Kuunda | | AWS Solutions Architect @ Kuunda
Matthew Maddock's Location
Cape Town, Western Cape, South Africa, South Africa
Matthew Maddock's Contact Details

Matthew Maddock work email

Matthew Maddock personal email

n/a
About Matthew Maddock

"There are only two ways to live your life. One is as though nothing is a miracle. The other is as though everything is a miracle" (A. Einstein). Senior data scientist at Kuunda with experience in digital financial services, credit scoring and risk management. Skilled in Python, Statistical Data Analysis, Machine Learning and Deep Learning with applications to the mobile money industry and HE theoretical physics. I'm also a Kaggle notebook expert.Kaggle - https://www.kaggle.com/matthewmaddockWolfram Community - https://community.wolfram.com/web/matthewmaddock89Wolfram Physics Project - https://www.wolframphysics.org/people/matthew-maddock/

Matthew Maddock's Current Company Details
Kuunda

Kuunda

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Senior Data Scientist at Kuunda | | AWS Solutions Architect
Employees:
6
Matthew Maddock Work Experience Details
  • Kuunda
    Senior Data Scientist
    Kuunda Jan 2024 - Present
    Cape Town, Western Cape, South Africa
  • Kuunda
    Data Scientist
    Kuunda Jan 2022 - Jan 2024
    Cape Town, Western Cape, South Africa
    Kuunda is a B2B fintech solutions provider; building products and partnerships for sustainable economic change.
  • Wolfram
    Research Affiliate Fellow
    Wolfram Jul 2021 - Jun 2022
    Remote
    Conducting research in theoretical physics related to the Wolfram Physics Project and Wolfram model. Research is done on approved WPP-related projects throughout the year including regular participation in colloquia sessions.My research focuses on quantum field theory, group theory and statistical mechanical aspects of the Wolfram model. All WPP-related papers must be made publicly accessible on Wolfram's website, arXiv, journals, etc.
  • Decision Inc.
    Data Scientist
    Decision Inc. Oct 2021 - Dec 2021
    Cape Town, Western Cape, South Africa
    Data science consultant at Decision Inc SA. Decision Inc is a global technology services business that enables clients to create modern digital businesses that use technology to create a better future. Individual responsibilities include:- Develop and deploy machine learning (ML) pipelines with applications to the mobile money and digital financial services industry- Utilise unsupervised ML and anomaly detection algorithms to analyse daily transaction data to identify suspicious activity- Utilise supervised ML techniques to conduct portfolio risk management and creditscoring- Experience with Google Cloud Platform and Google SDK to build, deploy and scale applications- Preform customer segmentation and promotion analysis using unsupervised ML techniques- Develop and deploy data pipeline with python and SQL- Data wrangling and API integration- Geospatial analytics with QGIS and python- BI development with Power BI and Qlik Sense
  • University Of Cape Town
    Honours Course Tutor
    University Of Cape Town Feb 2019 - Nov 2021
    Statistical Physics, Electrodynamics and Quantum Mechanics course tutor for honours course. Department of Physics, University of Cape Town.
  • University Of Cape Town
    Python Tutor
    University Of Cape Town Feb 2019 - Nov 2019
    Cape Town, Western Cape, South Africa
    Python lab practicals for 1st and 2nd year physics students. The course focused on data analysis, mathematical modelling and 3D animations with the Python package VPython.
  • University Of Cape Town
    Laboratory Demonstrator
    University Of Cape Town Feb 2018 - Nov 2019
    Cape Town, Western Cape, South Africa
    - Conducted lab experiments in 1st and 2nd year laboratory (50+ students)- Set up physical apparatus/experiments before laboratory session- Assisted students in performing physical experiments- Maintained experimental equipment-Invigilated tests and exam sessions- Marked weekly lab reports
  • Wolfram Summer School
    Research Student
    Wolfram Summer School Jun 2021 - Aug 2021
    Cape Town, Western Cape, South Africa
    Participated in research considering gauge field theories on discrete fibre bundles and explored their connection to the Wolfram hyper-graph model of fundamental physics proposed by the Wolfram Physics Project. Also attended lectures on cloud applications, machine learning and neutral networks in the Wolfram language.Gauge field theories on principal fibre bundles.Abstract:The notion of symmetry is very powerful. Noether theorem tells us that every differentiable symmetry of the action of a physical system has a corresponding conservation law. In physics these symmetries are encoded in mathematical structures known as Lie groups. The defining feature of Lie groups along they are also differential manifolds. When combined with an underlying spacetime, usually Minkowski space, as well as a differential map form a mathematical object known as a fibre bundle. These spaces form the mathematical framework for the study of gauge field theories which form the mathematical basis for the Standard Model of particle physics which is the theory describing three of the four known fundamental forces in the universe, as well as classifying all known elementary particles. My project aims to construct and study discrete approximations to these continuous fibre bundles and relate them back to the Wolfram model, a purely discrete model of fundamental physics. In this project I was able to construct discrete approximations to fibre bundles given a discrete subgroup of a Lie-group and a discrete spacetime in the form of an undirected graph. Following this, the next goal was to calculate physically quantities on these discrete bundles. In the literature there is a discrete analogue of magnetic flux which one can use to scan the bundle for magnetic monopoles and study the resulting distribution, much more research needs to go into understanding these discrete bundles. A few examples of dynamics are introduced with the intention of relating these bundle back to the Wolfram model.

Matthew Maddock Education Details

Frequently Asked Questions about Matthew Maddock

What company does Matthew Maddock work for?

Matthew Maddock works for Kuunda

What is Matthew Maddock's role at the current company?

Matthew Maddock's current role is Senior Data Scientist at Kuunda | | AWS Solutions Architect.

What is Matthew Maddock's email address?

Matthew Maddock's email address is ma****@****tal.com

What schools did Matthew Maddock attend?

Matthew Maddock attended University Of Cape Town, University Of Cape Town, Kearsney College.

Who are Matthew Maddock's colleagues?

Matthew Maddock's colleagues are Tunecas Muando, Dj Phillips, Silvester J. Mhilu, Craig Scotsman, Teddy Sampa, Cajetan Nagua, Morné Van Der Westhuizen.

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