Computer Vision - Deep Learning Expert
Autobrains
(Internet und Informationstechnologie, 50-250 Mitarbeiter)
Schlagwörter
Skills
As a passionate Data Scientist and Machine Learning Expert, I am seeking my next challenging opportunity to drive
success for your company. With a Master's Degree in Physics from premier universities in Europe and exceptional
analytical capabilities, I have the ability to tackle complex data science and machine learning problems. My innovative
approach to biological sequence analysis based on statistical entropy, financial data analysis using 1D ConvNNs, and a
new algorithm for entity matching are just a few examples of my successful projects. With over 7 years of experience
working on projects for both small and large high-tech companies, I bring a wealth of knowledge and expertise to your
company. My scientific contributions have been recognized through several publications, including a publication in the
esteemed Science Magazine.
I am a scholar of the prestigious German Academic Foundation "Studienstiftung des Dt. Volkes" (top 3% of students).
success for your company. With a Master's Degree in Physics from premier universities in Europe and exceptional
analytical capabilities, I have the ability to tackle complex data science and machine learning problems. My innovative
approach to biological sequence analysis based on statistical entropy, financial data analysis using 1D ConvNNs, and a
new algorithm for entity matching are just a few examples of my successful projects. With over 7 years of experience
working on projects for both small and large high-tech companies, I bring a wealth of knowledge and expertise to your
company. My scientific contributions have been recognized through several publications, including a publication in the
esteemed Science Magazine.
I am a scholar of the prestigious German Academic Foundation "Studienstiftung des Dt. Volkes" (top 3% of students).
Projekthistorie
09/2022
-
12/2022
- Unsupervised Learning from unlabeled Image Data
- Runtime optimization of a Resnet-type Neural Network
- Creating a Decoder-Encoder Network for Image Data
- Using Network Modularity Maximization Algorithms for Usupervised Learning
- Using Tools like Pytorch, Numpy, SciPy, Tensorflow
- Working on the AWS for training the NN
- Runtime optimization of a Resnet-type Neural Network
- Creating a Decoder-Encoder Network for Image Data
- Using Network Modularity Maximization Algorithms for Usupervised Learning
- Using Tools like Pytorch, Numpy, SciPy, Tensorflow
- Working on the AWS for training the NN
09/2019
-
02/2022
Deep Learning Developer
ai StartUps: (StocksPredict, Peachnote)
(Internet und Informationstechnologie, 10-50 Mitarbeiter)
- Analyzing time-series of financial data
- Designing and training 1-D Convolutional NN for detecting stock patterns
- 2-D CNNs for med. applications (Retinopathy, Melanoma) and sheet music
- Designing and training 1-D Convolutional NN for detecting stock patterns
- 2-D CNNs for med. applications (Retinopathy, Melanoma) and sheet music
06/2017
-
06/2019
Computer Vision - Senior Algorithms Researcher at INTEL
Intel Corporation / Mobileye
(Internet und Informationstechnologie, >10.000 Mitarbeiter)
- Designing and Training Neural Networks in Tensorflow and Caffe: CNN, Fusion-CNN to fuse LIDAR and Camera images, Pointnet - NN for Lidar Data
- Implementing a Logistic Regression Classifier
- Redesigning a NN for 8bit – Quantization
- Classical Image Processing
- Implementing a Logistic Regression Classifier
- Redesigning a NN for 8bit – Quantization
- Classical Image Processing
Reisebereitschaft
Weltweit verfügbar
