Data Expertise, End-to-End. From the Right Question to the Shipped Solution.
I help organizations solve complex data problems from end to end. Fifteen years of statistics, measurement, and analytics expertise — combined with the hands-on ability to implement the pipelines, dashboards, and AI tools that remove friction and turn insights into working systems. No handoff to IT. No "we'd need a developer for that." Just analysis that gets built, shipped, and used.
You Can't Fix What You Can't See.
Three symptoms of the gap between good analysis and working systems.
Data Without Direction
You're collecting more than ever — but no one owns the path from question to answer. Insights sit in a warehouse. Decisions still run on gut.
Reports That Don't Drive Action
You paid for analyses and slide decks. What you actually needed was something your team opens every week. The story never turned into a tool — so it never turned into a decision.
Measurement That Doesn't Measure
Surveys and KPIs that look rigorous on paper but aren't wired into anything. The methodology was the easy part — turning it into a working, repeatable process is where it broke down.
About Me
Statistics First. Built to Deliver.
I'm a data expert first — statistician, methodologist, someone trained to ask what a number actually means before doing anything with it. That's the foundation of everything I do, and it's the discipline behind fifteen years of work with government agencies, research institutes, survey companies, and academic labs.
What sets my work apart is that I don't stop at the analysis. Most analytical projects die in a handoff: the insight is clear, the report is written, and then someone has to build the system that actually uses it — and that's where projects stall.
I close that gap. I take a project from business need to shipped solution: understanding what you actually need, designing the analytical approach with proper rigor, then building the pipelines, dashboards, or AI tools that operationalize the answer. The statistics tell me what's worth building. The technical skills let me actually build it.
Organizations hire me when they need one person who understands both the business question and the path to solving it — end to end.
What I Do
Four Services, One Unified Approach.
Analysis that gets built, shipped, and used — not handed off.
Data Strategy & Analytical Design
End-to-end data analysis grounded in statistical rigor — from understanding the business question, to cleaning and structuring messy datasets, to building the analytical pipelines that power real decisions. I work with survey data, organizational metrics, and large-scale behavioral datasets.
Built a quarterly reporting system for a municipal authority — reducing report preparation time by 60%.
Interactive Dashboards & Reporting
Custom dashboards that turn raw numbers into tools your team actually uses. Designed for non-technical stakeholders who need answers, not spreadsheets — and built by someone who understands both the data and the audience.
Created a real-time survey dashboard for a research institute — stakeholders stopped requesting ad-hoc reports.
Measurement & Evaluation
Designing validated survey instruments, psychometric scales, and M&E frameworks. From questionnaire design to factor analysis — built on academic standards, deployed as working systems with automated data collection and analysis.
Developed and validated a 50-item leadership assessment used across three organizational sectors.
AI & Automation for Analytics
Where the bottleneck is manual work or an expertise gap, I integrate AI and automation to unblock it — LLM-powered data chatbots, automated report generation, intelligent document processing, workflow automations. Not tech for tech's sake — tech where it solves a real analytical problem.
Deployed an AI chatbot that lets non-technical users query survey datasets in natural language — eliminated 80% of ad-hoc data requests.
My Approach
From Question to Delivered Solution
The four-step sequence is the differentiator. Most consultants can only do steps 1, 2, and 4.
I start by listening. What's the actual problem, who needs the answer, and what will they do with it?
Rigorous methodology. The right statistical framework, the right measurement, the right question.
Dashboards, pipelines, automations, AI tools — whatever the solution requires, I build it.
Working systems in production. Not reports, not prototypes — tools your team actually uses.
Portfolio
Data Turned Into Tools That Drive Decisions
A glimpse into how I transform raw data into impactful, real-world solutions.
Survey Analysis Dashboard
Problem: Survey data scattered across multiple files, manual cross-tabulation taking days.
Solution: Built an end-to-end Likert-scale analysis tool with stacked bar charts, demographic breakdowns, district heatmaps, and AI-powered insight generation.
Result: Reduced report preparation from days to minutes. Stakeholders now self-serve insights.
AI-Powered Data Exploration
Problem: Non-technical stakeholders couldn't access survey insights without requesting analyst time.
Solution: Built a conversational AI interface that lets users query datasets in natural language, powered by LLMs with tool-calling.
Result: Eliminated 80% of ad-hoc data requests. Team members now explore data independently.
Automated Survey Tracking System
Problem: A national-scale recurring survey generated 25+ waves of Word documents, each requiring manual extraction of questions, cross-wave comparison, and tracking — a process that took hours and was prone to human error.
Solution: Built an intelligent pipeline that automatically detects new survey files in Google Drive, extracts structured questions using 250+ Hebrew NLP patterns, identifies near-duplicate questions across waves, and generates a formatted tracking matrix in Google Sheets — all triggered automatically with zero manual intervention.
Result: Processing time reduced from hours to under 5 minutes per wave. New surveys are detected and processed automatically. The client's team now focuses on analysis instead of data entry.
Automated Data Pipeline
Problem: Manual matching of 1,200+ Hebrew settlement names to alert zones — error-prone and time-consuming.
Solution: Built an automated fuzzy matching pipeline with intelligent normalization and color-coded Excel outputs.
Result: 3 days of manual work automated to under 5 minutes. 98% match accuracy.
SaaS Chart Editor for PowerPoint
Problem: An organization needed to regularly update chart data inside PowerPoint presentations — a slow, manual, error-prone process with no preview and no centralized editing.
Solution: Built a full web application from scratch with AI as a development partner (Claude Code). The app lets users upload a presentation, edit chart data in an intuitive table interface, and preview results in real-time — all from the browser. Developed iteratively across 20+ versions, adding split view, number formatting, thumbnails, CSV import/export, bilingual RTL support, auto-save, and bulk Excel editing.
Result: A live cloud product accessible from any browser with zero installation. A process that took tens of minutes per presentation now takes seconds. Zero technical knowledge required.
Leadership Personality Assessment System
Problem: No validated Hebrew-language tool existed to measure leadership personality in organizational contexts.
Solution: Developed a 50-item questionnaire measuring 5 core leadership dimensions through doctoral research with 1,000+ participants across 3 sectors. The instrument was then digitized and deployed as a live web tool with automated scoring and PDF report generation.
Result: Used by organizations to benchmark and develop leadership qualities. Validated across business, military, and religious sectors — and now accessible as a working online system.
Waze Traffic Archive & Analyzer
Problem: Tracking Israeli highway congestion across days and hours required manual Waze data exports, hours of copy-paste into spreadsheets, and no way to compare patterns over time or pull data automatically.
Solution: Built a Google Sheets + Apps Script system that ingests raw Waze API JSON snapshots (manual upload or scheduled URL fetch), accumulates a 30-day rolling archive with timestamp-based deduplication, and rebuilds 7 analysis sheets — route summary, time-bin breakdown, direction comparison, anomaly detection, full jam log, legend, and longitudinal aggregation by route × hour-of-day — all driven by an interactive sidebar with date / hour / day filters.
Result: Replaces hours of manual analysis with one-click insights. Anyone with the shared sheet link can upload a JSON, schedule auto-fetches, or filter the archive — no install, no backend, no hosting cost.
Let's Work Together
Got a Data Problem That Needs More Than a Report?
Whether you have a specific project in mind or you're exploring what's possible with your data — I'd love to hear from you. I work best with organizations that are tired of the gap between analysis and action.