Jeroen Brouns

Welcome on my portfolio page.

What I Do

Development

From simple python scripts to full-stack webplatforms or .NET applications.

Web Design

I love a good looking website!

Data-analysis

Exploring and visualising data using both classical and state-of-the-art machine-learning techniques such as reinforcement learning, deep learning etc.

Management

I can (interim)-manage your IT projects to a good final product!

Resume

7 Years of Experience

Education

2017 - 2019
University of Technology Eindhoven

Master of Science

Web & Datascience specialization. Graduation thesis: Object Detection & Pose estimation for the Augmented Reality Use-case through synthetic data and domain randomization.

2013 - 2017
University of Technology Eindhoven

Bachelor of Science

Bachelor Thesis: software application in Meteor issued by a real customer.

2006 - 2013
Sintermeerten College, Heerlen

Pre-university education (VWO – Atheneum)

Subjectprofile: Science and Engineering + Biology + Computer Science. Graduation project: creation of a robotic arm from scratch with arduino, which was controllable by Android devices through a bluetooth API.

Experience

2019 - Current
Philips - Brain, Behaviour and Cognition

Deep Learning Intern

At Philips, I conduct research into the state-of-the-art computer vision algorithms that include the YOLO (You Only Look Once) and Convolutional Pose Machine neural network architecture. Computer vision models were trained using only generative adversarial enhanced synthetic data.

2017 - 2019
Succes Network

Lead Developer

Succes Network aims at structurally helping ambitious entrepreneurs realizing their business success. By means of an extensive network of professional independent programmers and marketing specialists, Succes Networks is able to deploy the most suited specialist and acts as an extension of our client’s business. Within Succes Network, I carry the role of lead programmer and project-manager.

2017 - 2018
Prodrive Technologies

Software Developer

I was responsible for the architecture and implementation of one of their inhouse software modules. I worked with ASP.NET for the back-end, in combination with the functional programming language ‘ELM’ (JavaScript runtime compiler) for the front-end.

2015 - 2017
IB the Data Company

Software Developer

I was responsible for IB’s file and data resource management. A C# software application was developed, which was based on .NET and EntityFramework. The company now uses this software in their business core activities. The program managed to reduce 32% of IB’s data resource usage by reducing redundant copies within their data. After this first project was deployed, I created several modules for their Symphony web-environment; www.ib.nl. I created, among others, a full-stacked ‘WYSIWYG CMS module’ with its own ‘.less compilers’ and developed a parser that creates its own front-end template based on a self-designed declaration language.

2007 - Current
Brouns-design

Web Designer

At the age of 12 I started obtaining my first ICT projects. This started out with creating simple websites for small companies and individuals but grew out into designing full fetched database systems and self-made frameworks and APIs. As of today, I still realize various projects via Brouns-design.

Coding Skills

HTML / CSS

95%

PHP

85%

C#

80%

Javascript

80%

Python

80%

JAVA

70%

SQL

60%

TypeScript

50%

ELM

40%

Frameworks

Symfony

80%

Laravel

75%

JQuery

75%

Unity SDK

75%

Wordpress

75%

Google ARCore

70%

Keras

60%

Django

60%

Ionic

40%

Oculus SDK

30%

Tensorflow

25%

Software

Unity

80%

Adobe Photoshop

75%

Visual Studio

70%

Final Cut Pro

70%

SAS

55%

SPSS

50%

Research

  • Natural Language Processing
  • Bidirectional Encoder Representations from Transformers (BERT)
  • Transformer Architecture
  • Augmented Reality
  • YOLO
  • CylceGAN
  • GPT-2
  • Sparsity
  • Convolutional Pose Machines
  • You Only Look Once (YOLO)
  • Domain Randomization

Portfolio

My Works
Object Pose Estimation Using Deep Learning for the Augmented Reality Use-Case

Object Pose Estimation Using Deep Learning for the Augmented Reality Use-Case

Augmented Reality, Development, Machine learning, Research
Driven To Tears – Videoclip

Driven To Tears – Videoclip

Production
Introducing Evolutionary Sparsity in the Transformer Model Architecture

Introducing Evolutionary Sparsity in the Transformer Model Architecture

Machine learning, Research
Rhythmic Mobile Game

Rhythmic Mobile Game

Development
Succes Network – Project Management Dashboard

Succes Network – Project Management Dashboard

Development
Succes Network’s Website

Succes Network’s Website

Development
Augmented Reality – Proof of Concept: LightStyle

Augmented Reality – Proof of Concept: LightStyle

Augmented Reality, Development, Machine learning
Visual Computing Project – High Dimensional Sensor Data

Visual Computing Project – High Dimensional Sensor Data

Development, Machine learning
VR Project – The Effect of Latency On Task Performance

VR Project – The Effect of Latency On Task Performance

Development, Virtual Reality
Adidas Hackaton – 36 Hour Challenge

Adidas Hackaton – 36 Hour Challenge

Development, Machine learning
Fashcom – Mazegame

Fashcom – Mazegame

Development
Drum-video Bob Kessels

Drum-video Bob Kessels

Production
Ageras website

Ageras website

Development

Blog

My Diary

Contact

Get in Touch

+31 6 27 87 4336

Eindhoven Area, NL

j.brouns@home.nl

Freelance Available

How Can I Help You?