Pascal Bakker

Résumé

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I have a M.S. in data science and a B.S. in computer science. have a discussion.

Programming Languages

  • Java
  • Typescript
  • Scala
  • Python
  • Typescript
  • C++
  • Fortran
  • PHP
  • Rust
  • Ruby

Technologies

  • AWS
  • SQL
  • Git
  • Spark
  • Hadoop
  • Pytorch
  • Tensorflow
  • Spring
  • Brazil
  • Apollo

Fields of Interest

  • Big Data
  • Distributed Computing
  • Data Science
  • Computer Vision
  • Linux
  • Machine Learning
  • FOSS
  • Business Intelligence
  • Natural Language Processing

Experience

SDE I 2022
  • Software developer for a FAANG company.
Software Engineer 2021
  • Software Development contract work for an insurance company.
Software Engineering Internship 2018-2019
  • Developed IoT application
  • Developed fullstack features and fixed bugs
  • Gained expertise in .NET and Angular 5

Projects (Full list)

Reinforcement Learning Atari Breakout Game A.I. 2020
  • Used Double DQN algorithm
  • Designed in Pytorch
  • Was about to get an average of 40 points per game
Dice Image Recognition 2020
  • Created a program that could classify differnt kinds of die(d4,d6,d10,etc)
  • Classifies multiple die in one image
  • Used CNN and YOLO algorithm
Wavenet Text to Speech 2019
  • Implemented WaveNet deep learning algorithm (invented by DeepMind) in Tensorflow
  • Converts text to speech
  • Developed a strong understanding of Tensorflow
Diffie-Hellman Group Theory Paper 2019
  • Investigated Diffie-Hellman key exchange in relation to Group Theory
  • Discussed algorithm's mathematical properties
Computational Physics Final Report 2019
  • Program calculates rocket trajectory
  • Implemented Euler Method and RK2 in FORTRAN
Distributed Local Outlier Factor 2019
  • Implemented LOF in Scala with Spark
  • Can handle large datasets.