Nimrod G.-Data Scientist
Check rate
Experience
Data Scientist
Self Employed
- Designed and implemented an LSTM text classification model in PyTorch for analyzing app reviews, improving sentiment detection accuracy.
- Configured ML workflows on AWS (EC2, S3) for customer churn prediction, framing business needs into problem statements and achieving actionable predictions.
- Developed an OpenAI + Azure ML chatbot for automated ticket classification, prioritization, and response generation, reducing manual support workload.
Clinical Data Scientist & Project Lead
Tel Aviv Medical Center
- Assessed Parkinson’s disease through gait patterns using signal processing and ML tools on body-fixed sensors.
- Designed and deployed production-ready algorithms for gait detection features, achieving over 90% sensitivity in detection of sit-to-stand, initiation, freeze, risk-of-fall, home behavior movements.
- Analyzed obstacle negotiation strategies by processing Kinect images, using image processing algorithms and depth fields (background subtraction, contour detection, Hough transform).
- Conducted statistical and quantitative analyses on large clinical datasets and imaging data to improve accuracy and usability, using predictive models such as clustering, regression, and decision trees.
- Presented at international conferences, bridging between technical teams and clinical experts.
Algorithm Developer
Vision Elements
- Developed computer vision algorithms for medical imaging and hand gesture recognition systems using labeling and registration algorithms.
- Implemented point cloud processing for drone-based mapping using iterative closest point algorithms.
- Created technical documentation and client reports for consulting projects in medical imaging and signal processing.
R&D Engineer
Collage Medical Imaging
- Joined as the first technical hire, contributing to development of a prostate cancer detection system.
- Designed and implemented a real-time MATLAB GUI integrating OCT, ultrasound imaging, sensors, and 3D rendering.
- Developed spatial algorithms for sensor tracking and organ modeling, enabling accurate biopsy localization.
- Collaborated across clinical and engineering teams to translate medical needs into functional product features.
Industry experience
See where this freelancer has spent most of their professional time.
Experienced in Healthcare, Professional Services, Information Technology, and Aerospace and Defense.
Business area experience
See which departments and functions this freelancer has contributed to most.
Experienced in Product Development, Research and Development, Information Technology, Project Management, Business Intelligence, and Customer Service.
Summary
Data Scientist with a Biomedical Engineering background and 5+ years of experience in clinical data analysis, machine learning, and algorithm development. Skilled in Python (Pandas, NumPy, Scikit-learn, PyTorch), SQL, and data wrangling of large clinical datasets. Experienced in predictive modeling, exploratory analysis, and transforming complex data into actionable insights. Strong communicator and speaker, with proven ability to bridge cross-functional teams. I’m eager to apply my skills and experience to advance the healthcare world.
Skills
- Python (Pandas, Numpy, Scikit-Learn, Pytorch, Tensorflow)
- Sql
- Matlab
- Git
- Exploratory Data Analysis
- Model Evaluation
- Data Wrangling
- Bi Tools
- Aws (Ec2, S3, Ml Workflows)
- Azure Ml
- Llm Architectures (Rnn, Transformers)
- Ai Agents (Langchain, Rag)
- Code Prompting (Cursor)
- Ai Efficiency Tools
- Natural Public Speaker, With Proven Ability To Present, Train, And Transfer Knowledge Effectively.
- Experienced In Building Cross-Functional Trust Among Partners And Teams.
Languages
Education
Ben-Gurion University of the Negev
B.Sc. in Biomedical Engineering · Biomedical Engineering · Be'er Sheva, Israel
Leyada High School
High school diploma, Biology and Phisics majors · Biology and Phisics majors · Jerusalem, Israel
Certifications & licenses
IBM AI & ML Developer Professional Certificate
Coursera
Licensed Tour Guide Course
Ministry of Tourism, University of Haifa
Statistics
Experience
Global experience
Expertise
Qualifications
Frequently asked questions
Have questions? Find more information here.
Nimrod is based in Binyamina-Giv'at Ada, Israel.
Nimrod speaks the following languages: Hebrew (Native), English (Advanced).
Nimrod has at least 13 years of experience. During this time, Nimrod has worked in at least 4 different roles and for 4 different companies. The average length of individual experience is 3 years and 2 months. Note that Nimrod may not have shared all experience and actually has more experience.
Based on recent experience, Nimrod would be well-suited for roles such as: Data Scientist, Clinical Data Scientist & Project Lead, Algorithm Developer.
Nimrod's most recent position is Data Scientist at Self Employed.
In recent years, Nimrod has worked for Self Employed and Tel Aviv Medical Center.
Nimrod is most experienced in industries like Healthcare, Professional Services, and Information Technology. Nimrod also has some experience in Aerospace and Defense.
Nimrod is most experienced in business areas like Product Development, Research and Development, and Information Technology. Nimrod also has some experience in Project Management, Business Intelligence, and Customer Service.
Nimrod has recently worked in industries like Healthcare, Information Technology, and Professional Services.
Nimrod has recently worked in business areas like Product Development, Project Management, and Research and Development.
Nimrod holds a Bachelor in Biomedical Engineering from Ben-Gurion University of the Negev.
Nimrod has 2 certificates. These include: IBM AI & ML Developer Professional Certificate and Licensed Tour Guide Course.
The availability of Nimrod needs to be confirmed.
Daily rate distribution
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Average rates for similar positions
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The average daily rate is the mean of all daily rates from recent contracts of comparable freelancers on our platform.
The median daily rate is the middle value of all daily rates — half of comparable freelancers charge less, half charge more. Unlike the average, it is barely affected by outliers.
Calculated based on our freelancers’ daily rates as of 29 Oct 2026. Actual rates may vary depending on seniority level, experience, skill specialization, project complexity, and engagement length.
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