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IshaanAyaan/README.md

Hi, I'm Ishaan ๐Ÿ‘‹

Portfolio Location


About Me

I'm passionate about applied AI and exploring how it can be leveraged to solve real-world problems. I believe in building technology that makes a meaningful impact.


Currently Researching

Research Area Description
Parameter Optimization Optimizing parameters for computer-use agents
AI & Behavioral Studies Using AI to study alcohol policy and behavioral effects
Route Evaluation AI-driven evaluation of shadow-maxxing routes

๐Ÿš€ Let's Connect

Check out my work and projects:

Website

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  1. deep-learning-alcohol-epigenetics deep-learning-alcohol-epigenetics Public

    A novel multi-pathway deep learning architecture (EpiAlcNet) to predict alcohol use outcomes from blood DNA methylation patterns. The model integrates epigenetic signals, biological aging markers, โ€ฆ

    Python 1

  2. alcohol-policy-evaluator alcohol-policy-evaluator Public

    Estimating How State Alcohol Policies Affect Drinking and Traffic Fatalities

    HTML 1

  3. critical-infra-anomaly-detector critical-infra-anomaly-detector Public

    End-to-end anomaly detection pipeline for critical infrastructure telemetry (SCADA / sensor logs)

    Python

  4. ArdusRpa ArdusRpa Public

    Python 1

  5. GreenhouseAgent GreenhouseAgent Public

    My final project at MIT Blueprint Hackathon. An AI agent that automates and optimizes greenhouse plant growth.

    Python 1

  6. Efficient-AI-for-Schools- Efficient-AI-for-Schools- Public

    THIS IS MY BROTHER's PROJECT! A web application that combines a trained Random Forest machine learning model with the Google Gemini API to analyze school district budgets

    JavaScript