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Lab · L-03Aug 2026
Notoo
A family of browser tools that keep your files on your machine.
Note · Systems13 Jul
Split the pipeline by workload shape
Ingestion is wide and shallow. Query is narrow and deep. Everything downstream follows.
Shipped · Omni DocsMay 2026
Diff-based reindexing
Staleness window down from 24 hours to twelve minutes.
Role · Shikha LabsOct 2025
Founding AI engineering lead
Classroom AI for large public-school deployments.
Note · Engineering30 May
My experience with test-driven development
Where TDD paid for itself, where it slowed me down, and the rule I now use.
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Omni DocsA conversational assistant that reads API documentation the way a developer does — exact identifiers first, prose second.● LIVE2025
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AutomataVerseA browser simulator for automata: draw a state machine, run strings through it, share the URL. Built because every existing tool was a desktop app from 2004.● LIVE2024
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NotooA family of browser tools that do their work on your machine. Files, tokens and notes stay in the tab — no upload step, no account, no watermark.● LIVE2026
01NotooA family of browser tools — editor, PDF and image tools, journal, timer — that keep your files on your machine.Web↗02AutomataVerseInteractive automata simulator with a clean UI for designing and sharing automata.Web↗03Omni DocsConversational AI assistant that navigates API docs via live retrieval and agents.AI/ML↗04Yolk AI — Einstein MethodAI learning companion for school and competitive exam preparation.Mobile↗