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Achievements

Achievement: Pull Sharkx3Achievement: Pair Extraordinairex3Achievement: YOLOAchievement: QuickdrawAchievement: StarstruckAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull Sharkx3Achievement: Pair Extraordinairex3Achievement: YOLOAchievement: QuickdrawAchievement: StarstruckAchievement: Arctic Code Vault Contributor

Highlights

Organizations

@6si @mistralai-sf24

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jayshah5696/README.md

I build AI systems that survive contact with production.

Agent evaluation · Model behavior · Production machine learning

Featured projects

  • Arka: Config-driven synthetic data for LLM training, with Evol-Instruct, IFD scoring, deduplication, and PDF ingestion.
  • Humanize RL: RL environments and reward modeling for more natural AI-generated text.
  • Medha: Local-first SQL IDE for flat files with AI, DuckDB, FastAPI, Vite, and LangGraph.
  • Entity Resolution POC: Embedding-based entity resolution at 500M-record scale.
  • Pi Agent Extensions: Extensions for sessions, user prompts, handoffs, and coding-agent workflows.
  • Sangam: Self-hosted document server where humans and identified AI agents work with ordinary files through one API.
  • Text Watermarking Lab: Experiments with watermarking and provenance for generated text.

Writing

Ranveer Singh celebrating in Malhari from Bajirao Mastani

When the p-value is finally below 0.05.

Pinned Loading

  1. AutomaticValuationModel AutomaticValuationModel Public

    Automated valuation model (AVM) is the name given to a service that can provide real estate property valuations using mathematical modelling combined with a database. Most AVMs calculate a property…

    Jupyter Notebook 38 7

  2. pravah pravah Public

    LLM powered local Search Engine

    Python 32 2

  3. Power_Curve_Estimation Power_Curve_Estimation Public

    Wind energy is one of the fastest growing renewable energy sources. According to a report issued by the U.S. Department of Energy (DOE), wind power installation in the United States increased by ne…

    Jupyter Notebook 5 2

  4. session-aggregator session-aggregator Public

    A unified powerhouse for AI coding history. Sync, search, and export sessions from across all your AI development tools with a beautiful TUI and semantic search.

    Python

  5. pi-agent-extensions pi-agent-extensions Public

    Collection of extensions for pi coding agent (sessions, ask_user, handoff)

    TypeScript 54 7

  6. entity-resolution-poc entity-resolution-poc Public

    Pure embedding approach to high-scale entity resolution — research POC for people search at 500M record scale

    Python 1 1