לא צויין
נקבה
לא צויין
****
מלאה
*מיידית
תיכונית, תואר ראשון
עברית
אנגלית
רכב פרטי – רישיון ב'
רכב פרטי
PROFESSIONAL SUMMARY
Data analyst with 2.5 years of experience in data analysis and mathematical research in the IDF Home Front
Command. Specializes in building data-driven processes using Python and SQL, delivering actionable insights
for decision-makers. Brings a system-level perspective, strong technical skills, and analytical-process thinking.
Independently led the development of a Generative AI chatbot—from initial research, through architectural
planning, to full integration and working prototype. Currently expanding into classical data science and
machine learning, and eager to continue growing professionally and delivering meaningful impact.
PROFESSIONAL EXPERIENCE
2022 – 2025
Data Scientist & Data Analyst
AGAMIM, Intelligence Division, Israeli Home Front Command, IDF
• Conducted large-scale operational data analysis using mathematical reasoning and analytical thinking
to support strategic decision-making.
• Used Python (Pandas, NumPy, Seaborn, Matplotlib) and SQL for daily data processing, exploration,
visualization, and tailored data extraction.
• Authored technical specifications and conclusion reports based on verbal requirements from senior
officers and analysts.
• Led the development of a Generative AI-based chatbot, applying NLP techniques and semantic
similarity analysis; implemented LangChain and LlamaIndex frameworks, integrated Hugging Face
embeddings and Azure OpenAI (GPT), and delivered a functional prototype.
• Collaborated with analysts and forecasting engineers to define actionable metrics and build decisionsupport tools.
EDUCATION
2017 – 2020 Bachelor of Science in Computer Science, Lev Academic Center, Jerusalem
2018 – 2019 Diploma in Electronics Engineering, Ministry of
TECHNOLOGICAL SKILLS
Python, SQL, Pandas, NumPy, Seaborn, Matplotlib, Jupyter, LangChain, LlamaIndex, Hugging Face, Azure
OpenAI, Excel, SQL Server, MySQL, Azure Machine Learning, Git, Azure DevOps, VSCode, Notion, Microsoft
Teams, NLP. Familiar with classical machine learning models and statistical methods.
