Ronen Gabai
Data analyst / Algorithm developer in Semiconductor industry
Rehovot
Overview
21
21
years of professional experience
2
2
Languages
Work History
Data Analyst - Data Science/Algorithm team
KLA
Yavne
05.2019 - Current
- Big data analytics and research of PCB manufacturing defect data
- Using advanced analytical tools (JMP, Python Jupiter NB, SQL) to analyze machines logs and DB data (Electrical testing, defect data, PCB Process machine logs)
- Development of Data Insights ML system to classify and perform ML clustering analysis (unit/panel levels)
- Integration of algorithm services and Data Insights results into Real time analytics systems
- Build BI dashboards using Grafana
- Train and audit PCB manufacturing factories in China/Korea
Systems Quality & Reliability Engineer
Elbit
Ramat HaSharon
10.2016 - 04.2019
- Analysis of Electronic weapon complex systems quality and reliability aspects
- Development of Reliability life models and calculation
- System reliability Spec documentation
Senior Component Reliability engineer
Solaredge
Herzliya
01.2015 - 09.2016
- Owned Solar systems Component reliability stress tests - high power Inverters and optimizers Buck-Boost tecnologies
- Owned PCB Soldering, Silicon componenets Reliability tests and vendors quality & Reliability aspects
Semiconductor Device, Quality&Reliability engineer
Intel
Kiryat Gat
03.2003 - 12.2014
- CPU/Flash memory Device, Electrical testing, Reliability and performance analysis.
- 2 years relocation to US leading semicoductor factories to support Silicon process certification and Device/Reliability wafer level stress labs establishment.
- Wafer level/IC Quality&Reliability engineering - Discrete and integrated circuits reliability modeling, qualification such FET, FinFET, Flash memory.
- Fab/Class Yield optimization and Failure/Root cause analyses ownership from Si processing to customer.
Education
Practical engineer - Electronics
Bosmat
Haifa, HA /1993 - /1994
Bsc, Bachelor of Science - Electronics and computer engineering
Holon Institute of Technology (HIT)
Holon, TA /1999 - /2003
Msc, Master of Science - Electronics and Computer engineering
Ben-Gurion University of the Negev
Beer-Sheva /2003 - /2007
Skills
Experienced Data analyst and algorithm developer in Semioconductor Devices/Components and PCB manufacturing fields
Thrives for data based decisions, passionate on crisp and clear analysis and presentation that path the way to solving big problems
As a data analyst at KLA (and previously at Intel), I am responsible to achieve high manufacturing yields and high quality and reliability products performance on most advanced technology nodes
Working in tight collaboration with Product, RnD teams, Manufacturing sites and test development organizations to develop advanced analytics and Root cause analysis systems
Timeline
Data Analyst - Data Science/Algorithm team
KLA
05.2019 - Current
Systems Quality & Reliability Engineer
Elbit
10.2016 - 04.2019
Senior Component Reliability engineer
Solaredge
01.2015 - 09.2016
Semiconductor Device, Quality&Reliability engineer
Intel
03.2003 - 12.2014
Practical engineer - Electronics
Bosmat
/1993 - /1994
Bsc, Bachelor of Science - Electronics and computer engineering
Holon Institute of Technology (HIT)
/1999 - /2003
Msc, Master of Science - Electronics and Computer engineering
Ben-Gurion University of the Negev
/2003 - /2007