26.01.2025 aktualisiert
100 % verfügbar
AI and Machine Learning (ex. Senior Algorithms Expert at INTEL. Mobileye)
München, Deutschland
Weltweit
Physik MA (Munich LMU, ETH Zurich)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).
Sprachen
DeutschMutterspracheEnglischverhandlungssicherFranzösischverhandlungssicherRussischMuttersprache
Projekthistorie
- 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
- 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
- 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