Martin Dupont, Full-stack Developer in Newcastle, Australia
Martin Dupont

Full-stack Developer in Newcastle, Australia

Member since October 21, 2022
Martin is a full-stack web developer with over four years of experience and a master's degree in mathematical and theoretical physics. Martin's background enables him to handle various technically challenging tasks spanning AI, web, data science, hardware, and numerical methods.
Martin is now available for hire

Portfolio

Experience

Location

Newcastle, Australia

Availability

Part-time

Preferred Environment

Linux, IntelliJ

The most amazing...

...software I've developed is a social media or workspace chat addon service that filters or manages abusive communication in real-time using AI.

Employment

  • Software Developer

    2021 - PRESENT
    Freelance Clients
    • Reverse-engineered and modified a widely used consumer Android application whose code had been thoroughly obfuscated.
    • Built the back end of a Python-based AI platform for filtering abusive social media comments.
    • Constructed a web interface for an SQL query engine for HR records.
    Technologies: Android, Reverse Engineering, Natural Language Processing (NLP), Python 3, Firebase, Amazon Web Services (AWS), Heroku, Next.js
  • Software Consultant

    2018 - 2021
    TNG Technology Consulting
    • Built multiple RESTful microservice back ends with asynchronous architectures in Kotlin.
    • Developed multiple web applications for the platform and the company's shared libraries.
    • Managed the team's entire cloud infrastructure, CI/CD, and operations.
    • Handled improving availability and stability and responding to incidents.
    Technologies: Kotlin, Amazon Web Services (AWS), Python 3, SQL, React, Web Development, Artificial Intelligence (AI), JavaScript, TypeScript 3, AWS DevOps, Agile, Spring
  • Data Scientist

    2018 - 2018
    Insight Perspective Technologies
    • Developed business intelligence dashboards for a major automotive painting factory.
    • Conducted statistical analyses to find causes of paint defects, including optimizing studies to work with low-quality data.
    • Took responsibility for developing in-house statistical tools.
    Technologies: Python 3, Pandas, NumPy, Scikit-learn, TensorFlow, Bayesian Statistics, Data Science

Experience

  • TrueFilter | Social Media or Workspace Chat Addon
    https://www.truefilter.io/

    A python-based service for moderating abusive comments in real-time using artificial intelligence. I developed most of the project's back-end infrastructure while also contributing significantly to its front-end.

Skills

  • Languages

    Kotlin, Python 3, JavaScript, SQL, TypeScript 3
  • Libraries/APIs

    Pandas, React, TensorFlow, NumPy, Scikit-learn
  • Platforms

    Amazon Web Services (AWS), Linux, Android, Firebase, Heroku
  • Other

    Physics, Mathematics, Programming, Web Development, Numerical Methods, Data Analysis, Artificial Intelligence (AI), AWS DevOps, Bayesian Statistics, Reverse Engineering, Natural Language Processing (NLP)
  • Frameworks

    Spring, Next.js, Spring 5
  • Tools

    IntelliJ
  • Paradigms

    Agile, Data Science

Education

  • Master's Degree in Theoretical Physics
    2014 - 2017
    Ludwig Maximillians Universit├Ąt - Munich, Germany
  • Bachelor's Degree in Physics
    2011 - 2014
    University of Newcastle - Newcastle, Australia

Certifications

  • AWS Certified Solutions Architect Associate
    MAY 2020 - MAY 2023
    AWS
  • Pivotal Certified Professional Core Spring 5 Developer
    AUGUST 2019 - PRESENT
    Pivotal
  • Artificial Intelligence Nanodegree Program
    AUGUST 2018 - PRESENT
    Udacity

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