AI and Automation

מפתח וטכולוג מקצועי, אוטומציה ובינא

פרדס חנה כרכור, Israel

Freelancer

Contact

ABOUT

Worked in a small team, that automates machines in factories that are traditionally operated
by human operators
○ Analyzed factory data, and designed a model to synchronize a forming line to a dieffen-
bacher multi opening press;
- Designed a hand crafted mathematical model and learned the parameter values from
the data.
- Designed additional logic to account for exception cases, safety and operational
limitations.
- Tested and installed the model on site(client abroad).
○ Designed an extensive and generic data flow pipeline
- low level and high level design, aimed towards long term, cross project application and
ease of use.
- reading from multiple API sources, databases and PLCs
- space efficient data storage
- real time feature extraction model feeding
- memory efficient ETL operations.

Built a MySQL data warehouse based of a relational database scheme in java.
○ Reading from redis server, and parsing XML messages.
○ Automatically feeding data into a relational database based on information and message
types

https://www.linkedin.com/in/dekel-viner/

LANGUAGES

Hebrew

Native or bilingual proficiency

English

Full professional proficiency

SKILL DETAILS

Technology

Tech General, Other

Real-Time / Embedded / DSP

Arduino & Raspberry Pie

Internet of Things / IoT

AI, Artificial Intelligence

Robotics

Machine Learning

Software & Programming

C, C++

BI, Data Science, Big Data

Algorithm Development

Websites

200 ₪ / hr

Dynamic Websites

בניתי אתר בReact ללקוח כולל משתמשים וAuthorization. כולל גם באק אנד סרבר, דאטה בייס, דאש בורד ואינטרגרציה IOT

EMPLOYMENT HISTORY

February 2022 - May 2023

Data Engineer/ Data Scientist

Smartech , Caesaria

Worked in a small team, that automates machines in factories that are traditionally operated
by human operators
○ Analyzed factory data, and designed a model to synchronize a forming line to a dieffen-
bacher multi opening press;
- Designed a hand crafted mathematical model and learned the parameter values from
the data.
- Designed additional logic to account for exception cases, safety and operational
limitations.
- Tested and installed the model on site(client abroad).
○ Designed an extensive and generic data flow pipeline
- low level and high level design, aimed towards long term, cross project application and
ease of use.
- reading from multiple API sources, databases and PLCs
- space efficient data storage
- real time feature extraction model feeding
- memory efficient ETL operations.

September 2019 - September 2020

Data Engineer

Zorgverkeer , Zoetermeer

Built a MySQL data warehouse based of a relational database scheme in java.
○ Reading from redis server, and parsing XML messages.
○ Automatically feeding data into a relational database based on information and message
types