Hi There,
I'm Saar Agmon

I turn data into

About Me Download CV
Saar Agmon

About Me

Saar Agmon

I'm Saar

Industrial Engineering & Management

I'm a 4th-year Industrial Engineering & Management student at Ben-Gurion University focused on AI engineering - building LLM-powered tools, AI agents, and data-driven systems.

I enjoy taking complex problems and turning them into something useful - whether that's building an AI agent that automates a workflow, identifying patterns in clinical movement data, building KPI dashboards, or using statistical models to support better decisions.

My experience combines research, analytics, and real-world operational environments, which has taught me to look beyond the numbers and understand the problem behind the data.

age : 26

phone : +972-54-484-0013

email : saaragmon26@gmail.com

place : Tel Aviv, Israel

Skills & Abilities

Programming & Modeling

PythonPython
RR
JavaJava
C#C#

Data & Analytics

MySQLMySQL
PostgreSQLPostgreSQL
Power BIPower BI
TableauTableau
ExcelExcel
BigQueryBigQuery

Workflow & Platforms

SalesforceSalesforce
Monday.comMonday.com
GitHubGitHub
JiraJira

AI & Automation

ChatGPTChatGPT
ClaudeClaude
CursorCursor
n8nn8n
LangChainLangChain

My Education

Knowledge becomes wisdom when we transform information into insight.

MCI Innsbruck

Student Exchange Program

MCI - The Entrepreneurial School (Austria)

2026

Ben-Gurion University

B.Sc. Industrial Engineering & Management

Ben-Gurion University of the Negev

2023 – 2027 · 4th Year Student

Hadarim High School

High School Diploma, Honors

"Hadarim" High School, Hod Hasharon

2018

Major in Mathematics, English and Physics

Projects Made

AI Agents & QA

Agent Loop — Multi-Framework Build & QA Pipeline

Orchestrated five parallel agent frameworks (Strands, Pydantic AI, Microsoft Agent Framework, Agno, Mastra) with a Google ADK orchestrator to build a small site end-to-end.

A QA agent opens each build in a real Chrome browser via Playwright MCP, verifies it works, and triggers one bounded auto-fix round for anything broken.

Google ADKMCPPlaywrightPythonMulti-Agent Orchestration
AI Agents & MCP

Autonomous Traders

Four autonomous trading agents, each backed by a researcher agent, that read market data, use tools via MCP, and place trades on a schedule.

Built with the OpenAI Agents SDK and multiple MCP servers for accounts, market data, web search, and memory; a FastAPI backend and Vite dashboard visualize live portfolios and traces.

OpenAI Agents SDKMCPFastAPIPythonVite
Multi-Agent Systems

Deep Research

A multi-agent research assistant: a Clarification Agent scopes a vague question into a goal, then a Research Manager orchestrates planner, search, writer, and evaluator agents as tools.

The evaluator checks the final report against the original goal and triggers a bounded rewrite loop before emailing the finished markdown report.

OpenAI Agents SDKPythonGradioTool Orchestration
Multi-Agent Systems

Interview Prep Agents

A coordinated team of specialist agents builds a personalized interview briefing site from a company name, job posting, and interviewer info — grounded only in facts from your resume.

A research agent gathers public sources, then topic agents write company, interviewer, STAR-story, and mock-interview pages in parallel, with retries and guardrails against inventing experience.

Google ADKPythonMulti-Agent OrchestrationGradio
AI Agents

Job-Search Outreach Agent

A multi-agent tool that checks a job posting honestly against a CV, only drafting outreach when the fit is real, then has a second LLM review the email like a recruiter before it goes out.

Also drafts a LinkedIn note and tracks every company, contact, and status in SQLite, with a safety guard that defaults all sends to your own inbox.

OpenAI Agents SDKPythonGradioSQLite
Analytics & Simulation

Queuechella — Festival Operations Analytics & Simulation

Built a discrete-event simulation to analyze visitor flows and operational bottlenecks across a two-day music festival.

Analyzed service times and visitor behavior, fitted statistical distributions to observed data, and evaluated operational alternatives using KPI-based analysis.

The model was used to identify queue bottlenecks and compare operational scenarios to support data-driven resource-allocation decisions.

PythonStatistical AnalysisSimulationKPI Analysis
Statistical Modeling

Song Popularity — Linear Regression Analysis

Built a linear regression model to explain Spotify song popularity from audio features, through exploratory analysis, preprocessing, and formal model diagnostics.

Performed variable selection, dummy and interaction variables, AIC-based model selection, and assumption testing (normality, linearity), improving fit with targeted transformations.

RLinear Regressionggplot2Statistical Analysis

My Experience

Ben-Gurion University

Research Assistant

2026 · Ben-Gurion University of the Negev

  • Analyzed large-scale clinical datasets using statistical analysis and machine learning to evaluate motor recovery following stroke.
  • Developed statistical and ML models to derive objective rehabilitation metrics and improve dataset quality.
  • Presented analytical findings to researchers, supporting data-driven research and clinical decision-making.

Sky Rider Association

Data Analyst — Reserve Duty

2024 – 2025 · Sky Rider Association

  • Built Power BI dashboards to track KPIs and monitor operational performance.
  • Presented analytical insights and KPI trends to stakeholders, supporting data-driven decisions.

iSTAR UAV

Technical Presale

2022 – 2023 · iSTAR UAV, Avnon HLS Group

  • Analyzed customer requirements and operational workflows to define technical solutions.
  • Led product demonstrations, communicating complex technical features clearly.
  • Collaborated with R&D and product teams to translate customer feedback into requirements.

Ffrobotics

QA Analyst & Robotics Field Operator

2021 · Ffrobotics (USA)

  • Performed field and system testing to assess product reliability and operational effectiveness.
  • Analyzed system behavior, investigated anomalies, and identified root causes with data-driven analysis.

IDF · Sky Rider

UAV Operator — "Sky Rider" Special Unit

2018 – 2021 · Israel Defense Forces

  • Operated real-time UAV intelligence missions in high-pressure, dynamic environments.
  • Analyzed aerial intelligence data to identify operational patterns and support mission planning.

Camp Livingston · Ohio

Summer Camp Counselor — Volunteer

2021 · The Jewish Agency for Israel

  • Provided mentorship and support in a multicultural environment.
  • Fostered strong camper relationships and led leadership-development activities.

My Certifications

AI Engineer Agentic Track: The Complete Agent & MCP Course

Udemy

2026

Built practical GenAI applications using Python, LLM APIs, AI agents, MCP, tool calling, structured outputs, and workflow orchestration.

VC Analyst Program

Cactus Capital Academy

2026

Selected for a prestigious program in venture capital & startup evaluation.

Certified Remote / UAV Pilot (up to 4 kg)

Civil Aviation Authority of Israel (CAAI)

2021

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