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AdarshHegde001/README.md

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About Me

AIML undergraduate with strong foundations in Python, full-stack development, machine learning, and statistical modeling. Experienced in building React/Node.js applications and data-driven projects involving finance, cybersecurity, and predictive analytics.

currently focused on:

  • Data structure and Algorithms
  • AI / Machine Learning
  • Full Stack Web Dev
  • Linux & System programming
  • Exploring Open Source contributions

Tech Stack

Languages:

Web Dev:

AI/ML:

NumPy · Pandas · Scikit-learn · XGBoost · Matplotlib

Projects

1. Smart Energy Optimization model with Bayesian optimized XGBoost

  • Developed a machine learning model to predict residential building heating and cooling energy loads.
  • Implemented Bayesian Optimization (TPE/Hyperopt) to automatically tune XGBoost hyperparameters, improving model performance over manual tuning

2. Stock Trend Prediction using Student’s t-Distribution

  • Modeled stock return distributions using Student's t-distribution to capture heavy-tail behavior ignored by normal distribution assumptions.
  • Analyzed historical market data using Python, NumPy, SciPy, and Matplotlib.

3. Total Malware – Malware Detection System (Hackathon Project)

  • Engineered an API-integrated malware detection system that processes file inputs, communicates with a remote threat intelligence service, and displays descriptive analytical reports.

Let’s Connect


Learning → Building → Contributing → Improving 🚀

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  1. AgroAI AgroAI Public

    An Intelligent Farmer assistance chatbot

    Python 1

  2. marketSentimentAnalysis marketSentimentAnalysis Public

    Python

  3. SmartEnergyOptimizationModel SmartEnergyOptimizationModel Public

    A smart energy consumption forecasting and optimization model using Bayesian optimized XGBoost

    Python