Yonatan Guy
Data AnalystCo-Founder & CEO at fabricDNA
fabricDNA
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Co-Founder & CEO at fabricDNA
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Tel Aviv University
Bachelor’s Degree, Electrical and Electronics Engineering
January 1, 2010 – January 1, 2014
fabricDNA
Co-Founder & CEO
August 1, 2023 – Present
Beddingo
Founder, CEO & CPO
January 1, 2018 – January 1, 2025
K Health
Machine Learning and Algorithms Engineer
May 1, 2017 – May 1, 2018
Tel Aviv - Jaffa, Tel Aviv District, Israel
Trendi Guru
Machine Learning and Algorithms Engineer + Product Manager
January 1, 2017 – May 1, 2017
Trendi Guru
Machine Learning and Algorithms Engineer
January 1, 2016 – May 1, 2017
ironSource
Web Developer
January 1, 2015 – January 1, 2016
Tel-Aviv, Israel
Single microphone noise cancellation using Gaussian mixture module (GMM)
June 1, 2014 – Present
* Implemented a parameters learning machine for speech signals based on GMM * Implemented a noise cancellation algorithm for a single microphone using the estimated parameters * The system was simulated in Matlab and written in Java
Video processing algorithm - Stabilization, Background Subtraction & Matting , Tracking and labeling
March 1, 2014 – Present
The project consists of the following stages on a given input video file: a. Stabilizing the input video b. Extraction of a walking person from the stabilized video (using the Gaussian background subtraction algorithm) c. Using a given input image as a new background, and matting the extracted person onto it d. Tracking the marked object while labeling the tracked object
Entrepreneurship 2: Launching your Start-Up by University of Pennsylvania on Coursera
University of Pennsylvania on Coursera
June 24, 2026 – Present
Entrepreneurship 1: Developing the Opportunity by University of Pennsylvania on Coursera
University of Pennsylvania on Coursera
June 24, 2026 – Present
Machine Learning by Stanford University on Coursera
Stanford University on Coursera
June 24, 2026 – Present
Entrepreneurship 4: Financing and Profitability by University of Pennsylvania on Coursera
University of Pennsylvania on Coursera
June 24, 2026 – Present
Entrepreneurship 3: Growth Strategies by University of Pennsylvania on Coursera
University of Pennsylvania on Coursera
June 24, 2026 – Present
Cultural Fit Analysis
The candidate's diverse experience across startups (fabricDNA, Beddingo, Trendi Guru) and a health tech company (K Health) demonstrates adaptability and a proactive approach. The entrepreneurial roles suggest a high degree of autonomy, innovation, and a results-oriented mindset. The projects, particularly in video processing and noise cancellation, show a strong interest in complex problem-solving. However, the target role of 'Data Analyst' might be a step down in terms of leadership and strategic influence compared to previous CEO/Founder roles. The fit depends on the specific expectations of the Data Analyst role within the hiring company – if it involves significant independent research, problem-solving, and driving insights, the fit could be strong. If it's a more execution-focused, junior analytical role, there might be a mismatch in expectations.
Soft Skills & Operational Fit
The candidate's entrepreneurial background as CEO and Founder indicates strong leadership, strategic thinking, problem-solving, and project management skills. Experience in product management further highlights an ability to align technical work with business goals and customer needs. These traits suggest a high operational fit, capable of driving initiatives and working autonomously. However, the target role is 'Data Analyst', which typically requires less leadership and more focused analytical execution. While the skills are transferable, the primary focus of the role might not fully leverage the candidate's entrepreneurial drive.