06.12.2024 aktualisiert
100 % verfügbar
Experienced Software Engineer with Expertise in Machine Learning and Signal Processing
Freienbach, Schweiz
Weltweit
Master's degree in Computer ScienceSkills
JavaAlgorithmusAlgorithmus-EntwurfAndroid Application DevelopmentStapelverarbeitungC++Mobile Application DevelopmentCorona (Software Development Kit)DatenstrukturDistributed ComputingBildverarbeitungBildqualitätPythonMachine LearningObjekterkennungZuverlässigkeitstechnikSignalverarbeitungSoftwareentwicklungProgramming Languages
Software Development
Proficiency in multiple programming languages including C++, Python, and Go. Experience with large-scale code bases and modern software development practices.
Machine Learning and Signal Processing
Expertise in implementing machine learning algorithms, signal processing techniques, and radar algorithms. Experience with FFT, MUSIC algorithm, and optimization techniques.
Large-Scale Systems
Experience in developing and optimizing large-scale retrieval systems and processing pipelines. Proficiency in distributed systems and batch processing.
Image Processing
Skills in object recognition, contour matching, and real-time object tracking. Experience with implementing image quality features and photo perceptual quality estimation.
Algorithm Design
Strong background in algorithms and data structures. Experience in implementing and optimizing various algorithms for different applications.
Site Reliability Engineering
Knowledge of monitoring, troubleshooting, and resource optimization for large-scale services.
Mobile Development
Experience in Android development using Java/Android, including implementation of digit recognition and contour detection algorithms.
Proficiency in multiple programming languages including C++, Python, and Go. Experience with large-scale code bases and modern software development practices.
Machine Learning and Signal Processing
Expertise in implementing machine learning algorithms, signal processing techniques, and radar algorithms. Experience with FFT, MUSIC algorithm, and optimization techniques.
Large-Scale Systems
Experience in developing and optimizing large-scale retrieval systems and processing pipelines. Proficiency in distributed systems and batch processing.
Image Processing
Skills in object recognition, contour matching, and real-time object tracking. Experience with implementing image quality features and photo perceptual quality estimation.
Algorithm Design
Strong background in algorithms and data structures. Experience in implementing and optimizing various algorithms for different applications.
Site Reliability Engineering
Knowledge of monitoring, troubleshooting, and resource optimization for large-scale services.
Mobile Development
Experience in Android development using Java/Android, including implementation of digit recognition and contour detection algorithms.
Sprachen
DeutschgutEnglischverhandlungssicher
Projekthistorie
Implemented digital predistortion for waveform improvement, simulated receiver antenna array logic, and analyzed waveforms for calibration. Worked with Python, NumPy, PyTorch, and signal processing techniques.
Worked on Shopping ML Infra, Youtube SRE, and Shopping Search Quality. Developed monitoring systems, optimized computational resources, and improved product ranking and retrieval systems. Used C++, Python, SRE practices, and large-scale batch processing.
Led a team in building a library for photo perceptual quality estimation. Implemented street image registration and contour-based image matching. Utilized C++, Bayes classifiers, and various image processing techniques.