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h4ck3r0/README.md

Raj Aryan

Machine Learning Research | Software Engineering Fundamentals | C & Python


About Me

  • B.Tech student actively doing research-oriented work in Machine Learning.
  • Focused on understanding models, data, and algorithms through implementation and experimentation.
  • Experience building ML projects end to end, including data preparation, model training, and evaluation.
  • Strong interest in writing correct, reproducible, and well-documented code.
  • Comfortable working in Linux environments and using Git for research and development workflows.

Research Interests

  • Machine Learning fundamentals and model behavior
  • Deep Learning for image-based and structured data
  • Experimental evaluation of models and architectures
  • Translating research ideas into working code prototypes

Tech Stack

Languages

C Python

Frameworks & Libraries

PyTorch Scikit-learn OpenCV

Tools & Platforms

Linux Git


Research & Engineering Approach

  • Using implementation as a way to understand theory.
  • Running controlled experiments and comparing model behavior.
  • Emphasis on clarity, reproducibility, and incremental improvement.
  • Maintaining readable code and structured project layouts.

Current Focus

  • Deepening understanding of machine learning and deep learning models.
  • Exploring research papers through practical implementation.
  • Improving experimental rigor and evaluation techniques.

Contact & Links


Pinned Loading

  1. crop-yielding-prediction crop-yielding-prediction Public

    Ml Model To Predict Crop Yield In India With 97.33% Accuracy

    Python 8 3

  2. GinProtDTA GinProtDTA Public

    Python 1 1

  3. crop_recommendation crop_recommendation Public

    An intelligent agricultural platform using machine learning to recommend optimal crops based on soil nutrients (N, P, K), temperature, humidity, pH, and rainfall. Built with Flask backend and respo…

    Jupyter Notebook 2

  4. Termux-os Termux-os Public

    An easy-to-use Termux theme installer featuring Zsh shell setup and customization.

    Shell 416 94