Tobias Schulz

tu berlin student (b.sc.) - business informatics

ai engineer - strive school graduate

Projects

MASKGUARD

A Mask-No-Mask detector with image optimization, distance measurement and alarm system. Project with international team during strive bootcamp.

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Credit Risk Assessment

Online tool to assess the probability of a loan going to default or not.

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try here
H.G.I. 2

Hand gesture controller for 3D Plotly graphs

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Object detection

Detecting objects in a video using YOLOv3 algorithm.

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Titanic - Machine Learning from Disaster

Prediction of whether a passenger on the Titanic would have survived or not using SVM.

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K-Means from scratch

Implemented K-Means algorithm from scratch for up to 4D (interactive plotly graph).

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Skills

Languages

  • Python
  • Java
  • Scala
  • Solidity
  • SQL

Computer Vision

  • OpenCV
  • PyTorch3D
  • Object detection
  • Face detection and recognition
  • Image segmentation

Machine Learning

  • Pandas
  • Scikit-learn
  • Numpy
  • Scipy
  • KNN, Random forest, Decision tree

Deep Learning

  • Pytorch
  • Tensorflow
  • Keras
  • CNN
  • RNN
  • Mask R-CNN

Timeline

TU Berlin 👨‍🏫

10/2021 - 10/2024

Currently studying business informatics (b.sc.) at TU Berlin

Strive School 💪

12/2020 - 06/2021

Six month ai engineering bootcamp. With about 1000h hours of coding, team projects and presentations.

Audio Production 🎚

07/2013 - 10/2020

ProTools Operator for various TV Shows (Voice of Germany, Voice Kids, Circus HalliGalli)

Lecturer 👨‍🏫

09/2013 - 08/2016

Lectures in audio production, audio editing and mixing for SAE Institute and Ebam Academy

B.A. Audio production 👨‍🏫

09/2010 - 06/2013

SAE Institute Berlin / Middlesex University

Bachelor thesis: Music like water!? The music consumption behaviour of people between the age 14 and 16 in Berlin

For any enquiries, or to say hello, get in touch 👋