Farzad Z.-Data scientist, Machine Learning, computer vision, LLMs
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Experience
Markerless 3D Pose Estimation
- Developed a deep learning system with multi-view Basler cameras for markerless 3D pose estimation
Multi-View Video-Image Clustering
- Implemented high-dimensional labeling using NVIDIA DALI
Doctoral Researcher
Ernst Strüngmann Institute (ESI)
- Development of a high-resolution multi-camera system for markerless 3D pose estimation
- Deep learning models for motion reconstruction and spatial orientation
- Analysis of large-scale neural data (spike data, behavior)
- Real-time monitoring of animal behavior and well-being
Data Scientist
DataCoLab
- Developed OCR pipelines for document digitization
- Built deep learning–based facial recognition systems
- Implemented NLP models for text classification and analysis
PPG ABP Mapping
- Predicted blood pressure from PPG signals
Biomedical Data Analyst
University of Isfahan
- Created predictive models for sodium excretion using GMDH and MLP
- Performed image segmentation for medical diagnostics
- Analyzed biomedical signals, including arrhythmia and COVID-19 detection
Embedded Systems Developer
Novin gostar
- Executed electrical installations for medical facilities
- Developed real-time signal processing systems for diagnostics
Industry experience
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Experienced in Healthcare, Biotechnology, Information Technology, and Education.
Business area experience
See which departments and functions this freelancer has contributed to most.
Experienced in Research and Development, Product Development, Information Technology, and Operations.
Summary
Data scientist with 6 years of experience in machine learning, deep learning, computer vision, and data-driven modeling. Expertise in multi-camera systems, 3D pose estimation, OCR, NLP, and predictive modeling. Strong background in systems neuroscience and biomedical signal processing. Proficient in Python, SQL, statistical analysis, model reliability, and interpretability.
Skills
- Programming Languages: Python, C++, Matlab, Vhdl, Sql
- Ml & Data Science: Tensorflow, Pytorch, Scikit-Learn, Huggingface, Yolo, Opencv, Scipy
- Data & Infrastructure: Docker, Git, Linux, Aws, Mysql, Big-Data-Pipelines
- Signal & Image Processing: Eeg/Emg/Ppg/Ecg, Segmentation, 3d-Reconstruction, Multi-View-Calibration
- Soft Skills: Communication, Teamwork, Problem-Solving, Conflict Resolution, Mentoring
Languages
Education
ESI & Goethe University Frankfurt
Ph.D. Candidate, Neuroscience · Neuroscience · Frankfurt, Germany
University of Isfahan
Master in Biomedical Engineering · Biomedical Engineering · Isfahan, Iran, Islamic Republic of
Jundishapur University of Technology
Bachelor in Electronics Engineering · Electronics Engineering · Iran, Islamic Republic of
Statistics
Experience
Global experience
Expertise
Qualifications
Profile
Frequently asked questions
Have questions? Find more information here.
Farzad speaks the following languages: Persian (Native), English (Advanced), German (Intermediate).
Farzad has at least 11 years of experience. During this time, Farzad has worked in at least 7 different roles and for 4 different companies. The average length of individual experience is 2 years and 6 months. Note that Farzad may not have shared all experience and actually has more experience.
Based on recent experience, Farzad would be well-suited for roles such as: Markerless 3D Pose Estimation, Multi-View Video-Image Clustering, Doctoral Researcher.
Farzad's most recent position is Markerless 3D Pose Estimation.
In recent years, Farzad has worked for Ernst Strüngmann Institute (ESI).
Farzad is most experienced in industries like Healthcare, Biotechnology, and Education. Farzad also has some experience in Information Technology.
Farzad is most experienced in business areas like Research and Development, Product Development, and Information Technology. Farzad also has some experience in Operations.
Farzad has recently worked in industries like Biotechnology and Information Technology.
Farzad has recently worked in business areas like Research and Development and Information Technology.
Farzad holds a Doctorate in Neuroscience from ESI & Goethe University Frankfurt, a Master in Biomedical Engineering from University of Isfahan and a Bachelor in Electronics Engineering from Jundishapur University of Technology.
Farzad is immediately available full-time for suitable projects.
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