product 2025
FinSight
Chrome extension that transforms dense SEC filings into actionable insights — inline definitions, AI summaries, red flags, and comparative analysis for retail investors.
TypeScriptReactChrome Extension
Creative Technologist
Technology is a
creative medium.
I use AI, code, and systems thinking as raw materials — the way a sculptor uses clay or a filmmaker uses light. Every project here started with a question: what if this existed?
AI as material
AI isn't a feature to add — it's a creative material to shape. I use LLMs, computer vision, and audio models the same way you'd use a camera or a pencil: as tools for making things that didn't exist before.
Systems as art
A well-designed data pipeline has the same qualities as a good composition — flow, clarity, nothing unnecessary. I think about architecture as a creative act, not just an engineering one.
Ideas first
The best projects start with "what if?" not "the spec says." I build to explore ideas — and the technology I choose is always in service of the idea, never the other way around.
Interactive Lab
Projects don't live in isolation
Ideas connect. An embedding model built for one project becomes an input for another. A data flow pattern discovered in audio processing reshapes how I think about document analysis. The canvas maps these connections — because creative work is cumulative.
Open the canvasRecent Builds
Things I've made
research 2024
Semantic Network Analyzer
Interactive tool for analyzing how different groups talk about issues. Compare word networks, centrality metrics, and semantic clusters across perspectives.
ReactPythonFastAPI
product 2025
Insurance Agent
AI agent for Israeli insurance policy analysis. Upload your Har Bituach PDF, detect coverage overlaps and gaps, get Arabic-aware RAG-powered insights — all with PII masking before any LLM sees your data.
PythonLLMInsurance
Writing
Notes from the build
Post
From Unit 8200 to CTO: Lessons in Data Architecture
How intelligence work shaped how I think about data architecture: real-time data under pressure, building for operators not analysts, and decision-first data modeling.
Build Log
How I Built a Chrome Extension That Reads SEC Filings
Technical walkthrough of FinSight: Chrome MV3 architecture, content script injection, IndexedDB caching, and why I made users bring their own Claude API key.
About
Creating through technology
I think of AI as a creative amplifier — a way to build things that couldn't exist five years ago. Every project here is an experiment in using technology not just to solve problems, but to make something genuinely new.
Let's make something.
I'm always interested in creative collaborations — especially where AI meets an idea that hasn't been tried yet.