Summary
Overview
Work History
Education
Skills
Accomplishments
LANGUAGES
MILITARY SERVICE
Timeline
Generic
Doron Kohen

Doron Kohen

Tel Aviv

Summary

Data Scientist with over 8 years of experience in advanced analytics and machine learning, specializing in solving complex business challenges. Expertise in designing machine learning models, evaluation frameworks, and automated pipelines for anomaly detection and predictive maintenance. Demonstrated success in influencing product strategies through actionable insights from data analysis. Committed to human-centered AI and fostering innovation within cross-functional teams.

Overview

10
10
years of professional experience

Work History

Data Scientist

Intel
01.2020 - Current
  • Designed and deployed machine learning models, automating evaluation pipelines with Azure to enhance R&D efficiency.
  • Led development of evaluation strategies for prototypes, defining metrics aligned with human-centered AI principles.
  • Conducted research projects following academic methodologies, producing IP-compliant outputs and reusable libraries.
  • Collaborated with cross-functional teams to translate complex analyses into actionable recommendations, influencing product strategies.

Data Analyst

Intel
01.2017 - 01.2020
  • Developed real-time dashboards and automated reporting systems to visualize key manufacturing and R&D metrics.
  • Applied statistical modeling and hypothesis testing to identify patterns, enhancing process efficiency and minimizing errors.
  • Collaborated with multidisciplinary engineering and analytics teams to convert data into actionable insights for business and product strategies.

R&D Data Analyst

EnStorage, Yavne
01.2016 - 01.2017
  • Evaluated fuel-cell performance through statistical analysis, enhancing system reliability and efficiency.
  • Developed automated validation protocols for battery prototypes, integrating human and algorithmic evaluations to identify failure modes.

Research Assistant

Ben-Gurion University
01.2015 - 01.2016
  • Collaborated on peer-reviewed publications to advance material sciences research initiatives.
  • Conducted statistical analyses to generate reproducible, data-driven conclusions.

Education

Data Science Studies

Technion, Tel-Aviv Branch
01.2022

B.Sc. - Chemical Engineering

Ben-Gurion University, Be'er Sheva
01.2016

Skills

  • Technical Skills: Machine Learning & AI Evaluation (LSTM, LIM etc), anomaly detection, metric definition, large-scale experimentation, automation of data pipelines (JMP/JSL, SQL, Python, Azure), statistical modelling and hypothesis validation
  • Personal Skills: Problem-solving, analytical thinking, leadership, teamwork, adaptability, and strategic decision-making in complex environments

Accomplishments

  • Achieved over 25% workload reduction by developing automated AI reports instead of manual daily tracking.
  • Achieved over 5% yield improvement by introducing automated-realtime decision making system to replace daily human tracking and intervention.

LANGUAGES

Hebrew (Native)
English (Fluent)

MILITARY SERVICE

2004 - 2007: “Paslar 401”, 401st Armed Division, IDF

Full service as a combat soldier and commander. Serving as a reserve soldier in a similar position with direct responsibility for a professional team under complex and stressful situations.

Timeline

Data Scientist

Intel
01.2020 - Current

Data Analyst

Intel
01.2017 - 01.2020

R&D Data Analyst

EnStorage, Yavne
01.2016 - 01.2017

Research Assistant

Ben-Gurion University
01.2015 - 01.2016

B.Sc. - Chemical Engineering

Ben-Gurion University, Be'er Sheva

Data Science Studies

Technion, Tel-Aviv Branch
Doron Kohen