Recommended expert
Farzad Ziaie Nezhad-Data scientist, Machine Learning, computer vision, LLMs
Check rate
Experience
Jan 2024 - Dec 2024
1 yearMarkerless 3D Pose Estimation
Position Summary
Markerless 3D Pose Estimation
Industries
Information Technology
Business Areas
Information Technology
Research and Development
- Developed a deep learning system with multi-view Basler cameras for markerless 3D pose estimation
Jan 2024 - Dec 2024
1 yearMulti-View Video-Image Clustering
Position Summary
Multi-View Video-Image Clustering
Industries
Information Technology
Business Areas
Research and Development
- Implemented high-dimensional labeling using NVIDIA DALI
Jan 2022 - Present
4 years 7 monthsFrankfurt, Germany
Doctoral Researcher
Ernst Strüngmann Institute (ESI)
Position Summary
Doctoral Researcher at Ernst Strüngmann Institute (ESI)
Industries
Biotechnology
Business Areas
Research and Development
- 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
Jan 2019 - Dec 2020
2 yearsLondon, United Kingdom
Data Scientist
DataCoLab
Position Summary
Data Scientist at DataCoLab
Industries
Information Technology
Business Areas
Information Technology
Product Development
Research and Development
- Developed OCR pipelines for document digitization
- Built deep learning–based facial recognition systems
- Implemented NLP models for text classification and analysis
Jan 2019 - Dec 2019
1 yearPPG ABP Mapping
Position Summary
PPG ABP Mapping
Industries
Healthcare
Business Areas
Research and Development
- Predicted blood pressure from PPG signals
Jan 2017 - Dec 2019
3 yearsIsfahan, Iran, Islamic Republic of
Biomedical Data Analyst
University of Isfahan
Position Summary
Biomedical Data Analyst at University of Isfahan
Industries
Education
Healthcare
Business Areas
Research and Development
- 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
Jan 2015 - Dec 2016
2 yearsShiraz, Iran, Islamic Republic of
Embedded Systems Developer
Novin gostar
Position Summary
Embedded Systems Developer at Novin gostar
Industries
Healthcare
Business Areas
Operations
Product Development
- Executed electrical installations for medical facilities
- Developed real-time signal processing systems for diagnostics
Industry Experience
See where this freelancer has spent most of their professional time.
Experienced in Healthcare, Biotechnology, Information Technology, and Education.
Healthcare
Biotechnology
Information Technology
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.
Research and Development
Product Development
Information Technology
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
Persian
NativeEnglish
AdvancedGerman
IntermediateEducation
Oct 2022 - Present
ESI & Goethe University Frankfurt
Ph.D. Candidate, Neuroscience · Neuroscience · Frankfurt, Germany
Oct 2018 - Jun 2021
University of Isfahan
Master in Biomedical Engineering · Biomedical Engineering · Isfahan, Iran, Islamic Republic of
Oct 2014 - Jun 2018
Jundishapur University of Technology
Bachelor in Electronics Engineering · Electronics Engineering · Iran, Islamic Republic of
Statistics
Experience
Total positions 7
Experience in Healthcare 5 y
Avg length 2 y
Longest experience 4 y 6 m
Global Experience
Countries worked in 3 (Iran, Islamic Republic of, Germany, United Kingdom)
Primary country Iran, Islamic Republic of
Expertise
Recent roles Markerless 3D Pose Estimation, Multi-View Video-Image Clustering, Doctoral Researcher
Main industries Healthcare, Biotechnology, Information Technology
Main business areas Research and Development, Product Development, Information Technology
Qualifications
Highest degree Doctorate
Profile
Created
Frequently asked questions
Have questions? Find more information here.
Farzad speaks the following languages: Persian (Native), English (Advanced), German (Intermediate).
Farzad has at least 10 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.
Farzad's rate depends on the specific project requirements. Please use the Meet button on the profile to schedule a meeting and discuss the details.
To hire Farzad, click the Meet button on the profile to request a meeting and discuss your project needs.
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