
Timeline
About me
Technology & Product @ Orca AI | AI and Computer Vision Engineer | Ex-Navy
Education

University of haifa
2013 - 2014Ba multi/interdisciplinary studies - focus on business administration, economics and marine scienceGraduate with honors

Tel aviv university
-Bachelor of science - b.sc electrical and electronics engineeringMajored in DSP - Image Processing and Computer Vision, Computers - ML and DL

Israeli naval academy
2012 - 2014Mechanical engineering - chief engineer of a missile shipMechanical engineering and leadership studies.Advanced training with emphasis of team managment, technical abilities, multi-tasking and self learning.Graduate with honors
Experience

Israeli navy
Mar 2012 - Feb 2020✓ Spearheaded a professional team of 30+ men (officers, petty officers and active duty soldiers) through daily routine operations, problem-solving procedures and classified active combat operations while handling with $150M worth of equipment.✓ Ongoing command and management of operational capability on the technical side of the missile ship, including the area of damage control.✓ Ability to analyze and solve complex problems under stress conditions and complex environment at sea.✓ Managed a schedule and risk management model of a 5-year turn-around project that included 450 activities and the management of 5 contractors and 160 naval personel. Show less
Course Director, Israeli Naval Academy; Major
Sept 2018 - Feb 2020Lead Instructor, Advanced Naval Command Course; Captain
Sept 2017 - Sept 2018Deputy commander of a missile ship, The 3rd Flotilla; Captain
Sept 2016 - Sept 2017Chief Engineer, The 3rd Flotilla; Captain
Mar 2012 - Sept 2016

Nanose medical
Feb 2020 - Feb 2021Product and lab manager✓ Sole Product Manager in the company, responsible for leading product lifecycle, roadmap development, and the data analysis stage.✓ Led collaborative projects with Ad-Or engineers to improve chemical and electrical sensors, ensuring they met product needs.✓ Manages lab activities and employees, overseeing equipment inventory and integrity.✓ Participated in the construction and development of a laboratory at a Bio-Med startup.

Migdalor | israeli naval academy alumni association
Aug 2020 - nowFounder and global community general manager - migdalor alumni networkHaving completed one of the IDF's elite courses, many Naval officers' alumni have gone on to hold key positions as leaders within their respective industries.We founded Migdalor Alumni Network as a professional community which increases cooperation between alumni, broadens their social network, business growth, personal initiatives and provides a platform for professional growth.The network now has more than 900 members (and growing) across ten different professional groups.

Orca ai
Jun 2021 - nowPartnering closely with the CTO to drive strategic innovation and bring impactful projects to life. Leveraging emerging technologies and market insights to shape product strategy and address evolving customer and market needs. Focused on Product-Led Growth through a hands-on approach, aligning Orca’s cutting-edge solutions with business goals to maximize value delivered to customers. Leading the research, design, and optimization of cutting-edge deep learning models, supporting the company's AI strategy and roadmap to achieve it's business objectives. Drive strategic ML/AI projects including the development of applications within specific business use cases, and leveraging optimal methodologies aligned with the company’s requirements. Part of Computer Vision Algorithm team. Design to production of Deep Learning algorithms, building statistical tools for decision making, mining and processing real-world data using Data Science models. Product Analyst. Part of the R&D flow by testing and integration the product, system and software. Testing the product functionality, analyzing and visualizing the data obtained from it. Python, AWS, SQL, Linux, InfluxDB, Grafana.
Technology & Product Innovation Lead
Aug 2024 - nowComputer Vision Algorithm Engineer
Jun 2023 - Oct 2024Deep Learning Data Engineer
May 2022 - Oct 2023Product QA
Jun 2021 - May 2022
Licenses & Certifications

Python programming: advanced oop
UdemyFeb 2021
The data science course: complete data science bootcamp
UdemyMar 2022
Honors & Awards
- Awarded to Roy FrumkisOutstanding Commander of the Naval Training Base Israeli Navy October 1, 2018 While serving as a Course Commander with the rank of Major in the Israeli Naval Academy
- Awarded to Roy FrumkisOutstanding Commander of the Israeli 3rd Flotilla Israeli Navy March 1, 2017 While serving as a Chief Engineer, Commander of the mechanic department and Deputy Commander of the missile ship
- Awarded to Roy FrumkisExcellence for grade in undergraduate studies University of Haifa April 1, 2014 Awarded for excellence in my field of study
Volunteer Experience
Public Speaker
Issued by Birthright Israel Foundation
Associated with Roy FrumkisCo-Founder
Issued by More Than Masks ("Meir Panim") on Mar 2020
Associated with Roy FrumkisSite Foreman
Issued by Goldens on Sept 2020
Associated with Roy FrumkisPublic Speaker
Issued by Friends of the Israel Defense Forces (FIDF) on Oct 2017
Associated with Roy Frumkis
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