Nimrod Geffen - Data Scientist

Q: Where is Nimrod based?

Nimrod is based in Binyamina-Giv'at Ada, Israel .

Q: What languages does Nimrod speak?

Nimrod speaks the following languages: Hebrew (Native), English (Advanced) .

Q: How many years of experience does Nimrod have?

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.

Q: What is Nimrod's latest experience?

Nimrod's most recent position is Data Scientist at Self Employed .

Q: What companies has Nimrod worked for in recent years?

In recent years, Nimrod has worked for Self Employed and Tel Aviv Medical Center .

Q: Which industries is Nimrod most experienced in?

Nimrod is most experienced in industries like Healthcare , Professional Services , and Information Technology . Nimrod also has some experience in Aerospace and Defense .

Q: Which business areas is Nimrod most experienced in?

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 .

Q: Which industries has Nimrod worked in recently?

Nimrod has recently worked in industries like Healthcare , Information Technology , and Professional Services .

Q: Which business areas has Nimrod worked in recently?

Nimrod has recently worked in business areas like Product Development , Project Management , and Research and Development .

Recommended expert

Binyamina-Giv'at Ada, Israel

Check rate

Experience

Jan 2022 - Present

4 years 7 months

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.

Jan 2017 - Dec 2022

6 years

Tel Aviv-Yafo, Israel

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.

Jan 2016 - Dec 2017

2 years

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.

Jan 2014 - Dec 2016

3 years

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.

Healthcare

Professional Services

Information Technology

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.

Product Development

Research and Development

Information Technology

Project Management

Business Intelligence

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

Hebrew

Native

English

Advanced

Education

Oct 2011 - Jun 2015

Ben-Gurion University of the Negev

B.Sc. in Biomedical Engineering · Biomedical Engineering · Be'er Sheva, Israel

Sep 1999 - Jun 2005

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

Total positions 4

Experience in Healthcare 9 y

Avg length 3 y 10 m

Longest experience 5 y 11 m

Global Experience

Countries worked in 1 (Israel)

Primary country Israel

Expertise

Recent roles Data Scientist, Clinical Data Scientist & Project Lead, Algorithm Developer

Main industries Healthcare, Professional Services, Information Technology

Main business areas Product Development, Research and Development, Information Technology

Qualifications

Highest degree Bachelor

Certifications earned 2

Profile

Created

December 2025

Need a freelancer? Find your match in seconds.

Try FRATCH GPT

Frequently asked questions

Have questions? Find more information here.

Where is Nimrod based?

Nimrod is based in Binyamina-Giv'at Ada, Israel.

What languages does Nimrod speak?

Nimrod speaks the following languages: Hebrew (Native), English (Advanced).

How many years of experience does Nimrod have?

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.

What roles would Nimrod be best suited for?

Based on recent experience, Nimrod would be well-suited for roles such as: Data Scientist, Clinical Data Scientist & Project Lead, Algorithm Developer.

What is Nimrod's latest experience?

Nimrod's most recent position is Data Scientist at Self Employed.

What companies has Nimrod worked for in recent years?

In recent years, Nimrod has worked for Self Employed and Tel Aviv Medical Center.

Which industries is Nimrod most experienced in?

Nimrod is most experienced in industries like Healthcare, Professional Services, and Information Technology. Nimrod also has some experience in Aerospace and Defense.

Which business areas is Nimrod most experienced in?

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.

Which industries has Nimrod worked in recently?

Nimrod has recently worked in industries like Healthcare, Information Technology, and Professional Services.

Which business areas has Nimrod worked in recently?

Nimrod has recently worked in business areas like Product Development, Project Management, and Research and Development.

What is Nimrod's education?

Nimrod holds a Bachelor in Biomedical Engineering from Ben-Gurion University of the Negev.

Does Nimrod have any certificates?

Nimrod has 2 certificates. These include: IBM AI & ML Developer Professional Certificate and Licensed Tour Guide Course.

What is the availability of Nimrod?

The availability of Nimrod needs to be confirmed.

What is the rate of Nimrod?

Nimrod's rate depends on the specific project requirements. Please use the Meet button on the profile to schedule a meeting and discuss the details.