Help & Supportcareers@gravityer.com
Machine Learning Scientist
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
iRhythm Technologies
Data Scientist
June 19, 2026 – Present
EchoGraphs
June 9, 2022 – October 2, 2023
[MICCAI 2022] The official repository of Light-weight spatio-temporal graphs for segmentation and ejection fraction prediction in cardiac ultrasound. Project page: https://guybenyosef.github.io/EchoGraphs/
View Projectecho-seg
November 17, 2020 – November 24, 2020
a repository for echocardiography image segmentation
View Projectpseudo-image-extraction
November 17, 2020 – January 30, 2022
Code for extracting pseudo echocardiography images from anatomical models
View Projectdata-generation
October 8, 2020 – October 18, 2022
Repository for code from "Generating Synthetic Labeled Data from Existing Anatomical Models: An Example with Echocardiography Segmentation"
View Projectcardiac-doppler-type-classification
October 6, 2020 – October 9, 2020
User-Intended Doppler Measurement Type Prediction Combining CNNs With Smart Post-Processing
View Projectdeepblurr
February 20, 2018 – March 22, 2018
Implementation of deblurring algorithm using deep learning and computational imaging
View Projectcollaborative-filtering
November 15, 2017 – February 10, 2023
collaborative-filtering — GitHub repository
View Projectneural-network-hardware
May 11, 2017 – May 15, 2022
Project docs for VLSI implementation of a neural network in hardware
View ProjectAudio-Jacked
January 2, 2015 – November 12, 2015
an audio filter system with a touchscreen interface. Processor designed and built in Verilog. VHDL modules to control the audio input (microphone) and output (i2s protocol to an audio jack) as well as the touchscreen (the touchscreen interface was modified from the sample project provided by Digilent). Data stored in PSRAM
View ProjectCultural Fit Analysis
The candidate's projects show a strong focus on academic and research-oriented tasks, particularly in medical imaging and hardware design. While this demonstrates deep technical interest, the diversity of projects outside this niche is limited. The current role as 'Data Scientist' at iRhythm Technologies aligns well with the target role, but the lack of detailed experience or project descriptions from this role makes it difficult to fully assess cultural fit and practical application of skills in an industry setting. The presence of a website development project (gilbert-website) indicates some breadth beyond core data science, but it's an outlier.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. Project descriptions are technical and do not provide insights into collaboration, problem-solving approach, or communication style.