AI and Automation

מפתח וטכולוג מקצועי, אוטומציה ובינא

פרדס חנה כרכור, ישראל

פרילנסר

צור קשר

אודותינו

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/

שפות

עברית

שפת אם

אנגלית

שליטה קרובה לשפת אם

תחומי התמחות

טכנולוגיה

טכנולוגיה כללי, שונות

Real-Time / Embedded / DSP

ארדוינו ורספברי פיי - Arduino & Raspberry Pie

Internet of Things / IoT

AI, בינה מלאכותית

רובוטיקה

Machine Learning

תכנות ופיתוח תוכנה

C, C++

BI, Data Science, Big Data

פיתוח אלגוריתמים

בניית אתרים

200 ₪ לשעה

בניית אתרים דינמיים

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

נסיון תעסוקתי

פברואר 2022 - מאי 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.

ספטמבר 2019 - ספטמבר 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