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t-bhendarkar/README.md

Tushar Bhendarkar

Backend engineer. I build distributed systems and AI developer tooling.

This is my work account. I build the Trust Identity Protocol (TIP) ecosystem at theailaborg, a content-provenance platform with cryptographic signing, juror-based dispute resolution, and Merkle-anchored canonical state.

What I work on across TIP

  • tip-protocol: the public protocol core (nodes, canonical state, dispute resolution)
  • The TIP SDK, browser extension, AI content classifier, protocol node, verification-provider apps, mobile web app, and WordPress plugin (private org repos)
  • ML and data tooling: PII redaction, LLM inference toolkit, research-paper extraction and metadata pipelines, audio transcription

Recent shipped work in the public core

  • PR #69: moved a slow classifier out of the request path into an async worker pipeline with status polling
  • PR #72: fixed canonical-state resets so Merkle roots stay consistent across nodes
  • Boot-time claim recovery for worker queues, failover correctness for permanently degraded sources, and plain-language UX for commit-reveal voting

Personal projects

Personal work lives at @tushar-a-b, including ship-and-tell: an MCP server and Claude Code skill that turns your local AI coding sessions into tweets and articles, with no external API calls.

Reach me

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  1. theailaborg/tip-protocol theailaborg/tip-protocol Public

    Trust Identity Protocol (TIP) Specification v5.0. The open, post-quantum, federated standard for verified human identity and AI content provenance on the internet. Whitepaper at theailab.org/whitep…

    JavaScript 4 1