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AI Engineer NYC 2026

​Join AI Engineer and Major League Hacking (MLH) on Sunday, October 11, for a full day of building, experimenting, and meeting fellow AI engineers.

HedgeEdge

AI that hedges business risks on prediction markets.

About the project

How HedgeEdge Works

HedgeEdge turns election odds into decisions for your business.

  1. Company Research: Paste in a company’s website, and we use Nimble to research its filings, suppliers, import origins, and headquarters.

  2. Policy Impact Analysis: Gemini, or Snowflake Cortex as an alternative AI provider inside Snowflake, maps that research to the tariff, tax, labor, and trade policies most likely to affect the company’s costs.

  3. Prediction Market Screening: We screen more than 56,000 live Kalshi and Polymarket contracts to identify the races and policy markets tied to those risks.

  4. Candidate Position Verification: We check each candidate’s stated positions against real quotes.

  5. Hedge Analysis: Deterministic code calculates the worst-case and expected costs with and without a prediction-market hedge.

  6. Action Plan: We turn the results into a practical action plan to help your business manage policy uncertainty.

  7. Data Storage and Observability: Every analysis and its step results are stored in Tiger Data’s Postgres, and company relevant financial and operational data are stored in Snowflake, while Sentry traces each step of the pipeline, including Nimble calls and token usage.

Built with

pythonhtmlcssgithubhtml5reactnode.jstypescriptgoogle-cloudapisqlreact.jsagentssnowflakegemini-apigoogle-geminiTiger DataNimbleSentrygemini

AI tools

Coded withClaude CodeClaude Opus 5.5CodexCursorGPT-6.1 Sol

Prize Categories Entered

  • Gemini Prize Category Q1 2025 - Q1 2026

    Best Use of Gemini API

    Submitted

    AI agent workflow.

  • Tiger Data Q3 2026 - Q2 2027

    Best Use of Tiger Data

    Submitted

    Storing Kalshi and Polymarket data

  • Event prize

    Best Overall

    Submitted

    Business use cases + technical details in using AI functionality to the most of its capacity.

  • Snowflake Q3 2025 - Q1 2026

    Best Use of Snowflake

    Submitted

    Cortex AI + Storing finanial and operational data

  • Event prize

    Best Use of Nimble

    Submitted

    For company and market research

  • Event prize

    Sentry Raffle

    Submitted

    For monitoring agents.