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amansingh903/README.md

Hi there,

Automation Enthusiast & AI/ML Developer

Not all my code is pretty but hey, it's likely old & it works (or it did, one day...)

My Tech Stack

Languages
Python SQL

Libraries
TensorFlow Scikit-Learn Pandas NumPy Keras

Tools
AWS Linux Git

Featured Projects

  • Early Detection of Parkinson’s Developed ML models to analyze voice features and detect Parkinson's patterns with 94% accuracy.

    • Implemented SVM, Random Forest, and Neural Network algorithms using cross-validation for reliability.

  • XAI for Wearables Engineered an end-to-end ML pipeline for health score prediction and anomaly detection.

    • Applied SHAP for model explainability with interactive visualizations and used XGBoost for classification.

  • Poketwo Autocatcher Built a Discord chatbot enabling seamless user communication via powerful APIs like discord.py-self and pycord.

    • Deployed on AWS EC2 to ensure reliable uptime and scalability for concurrent users].

GitHub Stats

Aman's GitHub stats Top Langs

How to reach me:

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  1. XAI-for-Wearables XAI-for-Wearables Public

    Project on implementation of XAI in wearables using a dataset provided by Kaggle

    Python 1

  2. Early-Detection-of-Parkinsons Early-Detection-of-Parkinsons Public

    Assists in the early detection of Parkinson's Disease using ML models to detect jitters and slurring in voice

    Python 1

  3. Network-Load-Balancer Network-Load-Balancer Public

    A multi-threaded TCP load balancer in Python that distributes client requests across backend servers using a round-robin algorithm with basic fault tolerance.

    Python 1

  4. Discord-Bot-Automation Discord-Bot-Automation Public

    A self-bot designed to automate interactions with Pokétwo for the Valentines Day event

    Python 1

  5. Discord-Spambot Discord-Spambot Public

    A simple discord spambot made in python.

    Python 2

  6. Poketwo-Autocatcher Poketwo-Autocatcher Public

    Open source Pokétwo Autocatcher. Free to use, easy to set up to catch em all.

    Python 1