Python
Ziv Naeh
Solution Architect | ML&Data Engineer
Tel Aviv
Summary
Experienced Solution Architect with a strong background in system and Machine Learning engineering. Known for a customer-oriented approach, exceptional project management, and team leadership skills. With over 20 years of experience, I excel in driving innovation, enhancing processes, and identifying growth opportunities. I am committed to delivering tailored solutions that meet customer needs and drive business success.
Overview
21
21
years of professional experience
2
2
Languages
Work History
Data Engineer
PAGAYA
02.2022 - Current
- Supports business by creating new data pipelines that utilize big data solutions and ELT
- Reduce processing costs by ~40% by design and implement cutting edge infrastructure
- Improve data quality and data Integrity by designing and implementing tests and monitoring system
- Optimized data processing by implementing efficient ETL pipelines and streamlining database design.
Machine Learning Engineer
RAFAEL
01.2019 - 02.2022
- Create state of the art ML models by performing data exploratory, processing, feature engineering training, deploy and validations
- Design and Implement end to end solutions collaborating with customer and internal development teams to create multidisciplinary systems tailored to customers' needs
- Enhanced predictive analytics and optimized decision-making processes by integrating ML models into multidisciplinary big data solutions.
- Developed custom machine learning algorithms for specific industry needs, resulting in improved performance and efficiency.
Front-End Group Lead
Rafael
04.2016 - 01.2019
- Led dynamic team of front-end development professionals, effectively managing subcontractors and vendors to ensure seamless project execution and superior delivery standards
- Spearheaded improvements in front-end development practices across organization, championing adoption of effective technologies and methodologies
- Experienced in building and maintaining strong vendor relationships to navigate development cycle fluctuations successfully
- Engaging hands-on in front-end development activities while leading team and managing vendors, ensuring practical application of innovative approaches and technologies
- Trained new team members by relaying information on company procedures and safety requirements.
Solution Architect
VERINT CORP.
01.2014 - 04.2016
- Tailored Customer Solutions utilizing combined expertise across software, RF, communication, IT, and security domains with effective management methodologies to deliver tailored solutions that meet diverse customer needs, ensuring high satisfaction and operational efficiency
- Expanded Solution Capabilities by Identified and implemented new technologies to enhance solution capabilities, evaluating their feasibility and effectiveness through proof of concept initiatives before integration into broader platform
- Performs Hands on proof of concepts and research on new technology, developing research scripts and controlling measuring equipment
- Expanding company's portfolio by collaborating with Product group to define problems and provide technical solutions through design of new architectural solutions and products.
- Conducted research to evaluate systems design and process efficiency.
Web Dev Team Leader
UNIT 8200 - ISRAELI INTELLIGENCE CORPS
01.2011 - 01.2014
- Increase employee productivity by developing innovative tools that integrate software expertise with organizational needs
- Instilled agile development methodologies, ITIL concepts, and Agile project management principles to streamline processes
- Monitored team performance and provided constructive feedback to increase productivity and maintain quality standards.
- Organizational Innovation led by implementing innovative solutions to tackle key organizational challenges and promoted knowledge sharing across teams, earning recognition for impactful contributions to organizational applications
- Managed team of 12 developers, Project manager and QA
Dev Ops Team Leader
UNIT 8200 - ISRAELI INTELLIGENCE CORPS
01.2008 - 01.2011
Head of Technical & RF Team
UNIT 8200 - ISRAELI INTELLIGENCE CORPS
01.2006 - 01.2008
RF Engineer
UNIT 8200 - ISRAELI INTELLIGENCE CORPS
01.2003 - 01.2006
Education
MBA -
Tel-Aviv University, Israel
Tel Aviv, Israel 04.2001 -
Bachelor of Science - Communiction
Holon Institute of Technology
Holon, Israel 04.2001 -
Associate of Science - Electrical, Electronics And Communications Engineering
Ort College Harmlin
Netanya, Israel 04.2001 -
Training & Certifications
Skills
Software Development & Lifecycle
Technical Project Management
System Engineering
Feature Engineering
ETL development
Model Evaluation
Scikit-Learn
Performance Optimization
Work Planning
Teamwork and Collaboration
Problem-Solving
Software
SQL
PySpark
Scala
Spark
Snowflake
JavaScript
Leadership & Service
- Volunteered with 'Eye Contact', guiding visually impaired individuals during running exercises, fostering inclusivity and promoting physical fitness among the visually impaired community
- Founded and actively participated in a volunteer initiative to provide medical equipment and clothing to those in need. Led efforts in fundraising, sourcing supplies, and coordinating delivery logistics, significantly contributing to the well-being of the community
References
References Available Upon Request
Timeline
Data Engineer
PAGAYA
02.2022 - Current
Machine Learning Engineer
RAFAEL
01.2019 - 02.2022
Front-End Group Lead
Rafael
04.2016 - 01.2019
Solution Architect
VERINT CORP.
01.2014 - 04.2016
Web Dev Team Leader
UNIT 8200 - ISRAELI INTELLIGENCE CORPS
01.2011 - 01.2014
Dev Ops Team Leader
UNIT 8200 - ISRAELI INTELLIGENCE CORPS
01.2008 - 01.2011
Head of Technical & RF Team
UNIT 8200 - ISRAELI INTELLIGENCE CORPS
01.2006 - 01.2008
RF Engineer
UNIT 8200 - ISRAELI INTELLIGENCE CORPS
01.2003 - 01.2006
MBA -
Tel-Aviv University, Israel
04.2001 -
Bachelor of Science - Communiction
Holon Institute of Technology
04.2001 -
Associate of Science - Electrical, Electronics And Communications Engineering
Ort College Harmlin
04.2001 -
Training & Certifications