Workflow diagram
Product engineering
Behirot
A bilingual (Hebrew and English) aggregator of published Israeli election polls, with its averaging method and per-poll sources published openly.
AI Engineer · Data Scientist
From Raw Data to Real-World Products.
Complex Ideas into Practical Software.End-to-End AI & Data Systems.
From idea to impact
How I Work
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Stage 01: Discover
Understand the problem, goals and constraints.
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Stage 02: Architect
Design the system, data flow and technical approach.
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Stage 03: Build
Develop, integrate and validate the solution.
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Stage 04: Deploy
Bring the system into real-world use.
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Stage 05: Evolve
Measure, improve and support what comes next.
Projects & Engineering
Architecture diagram
AI systems
RefundIt
A Hebrew conversational assistant, built by a three-student course team, that reads tax documents, extracts and checks their fields, and tells a salaried worker what is still missing for a refund claim. It is not tax advice.
Workflow diagram
AI systems
Breaking SAM 2
A 52-clip benchmark of when SAM 2 video segmentation fails: it copes with extreme changes of scale, but breaks when the object itself is cut, poured or melted.
Workflow diagram
Data science & ML
Market Making Under Constraints
Optimal quoting for a market maker carrying inventory risk: two stochastic-control problems, each solved and cross-checked by independent methods.
Have an Idea Worth Building?
Let’s turn complex challenges into practical AI and software solutions.
No email app? Copy the address: contact@idoavital.com