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Achievement: YOLOAchievement: Pull Shark

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ayushsyntax/README.md

👋 Hi, I’m Ayush

B.Tech in Artificial Intelligence & Data Science (2023–2027)
exploring how data, intuition, and curiosity come together to build something that learns.

🌱 About Me

I love working where logic meets imagination —
turning small ideas into quiet systems that make sense of the world.

Most of what I build starts simple — and grows at its own pace.

🔮 Current Focus

✨ understanding how models think and where they fail
🔁 making learning systems more reflective, not reactive
🌤️ staying curious, patient, and honest through the process

🧩 Tech Stack

🌐 Elsewhere

☀️ Philosophy

Keep it simple. Keep it human.
Everything else follows.

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  1. GPT-from-Scratch-in-PyTorch GPT-from-Scratch-in-PyTorch Public

    A small GPT built from scratch in PyTorch, trained on Shakespeare. Focused on learning and understanding transformers. Includes training scripts, evaluation, and a demo interface.

    Python

  2. Reasona Reasona Public

    Reasona is an AI system that improves itself. It answers questions using your documents and corrects wrong answers automatically for better future results.

    Python

  3. TelecomChurnPrediction TelecomChurnPrediction Public

    This repository contains a machine learning pipeline designed to predict customer churn for a telecommunications company. It includes data preprocessing, feature engineering, model training with Ca…

    Jupyter Notebook

  4. SkyCast SkyCast Public

    SkyCast is a web app using an XGBoost model to predict rainfall probabilities, offering reliable forecasts based on coastal climate data. The model shows strong potential for real-time weather deci…

    Python

  5. ML_Journey ML_Journey Public

    A personal lab notebook of my machine learning journey — from scratch implementations, experiments, and messy projects to quick notes I’ll probably need later. Not polished, just honest learning in…

    Jupyter Notebook

  6. DL_Journey DL_Journey Public

    A personal lab notebook of my deep learning journey — from scratch builds, experiments, and late-night debugging to notes I’ll surely need later. Not polished, just honest learning in progress.

    Jupyter Notebook