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kotiyalanurag/README.md

👋🏻 About me

Hi there! I'm a full-time master's student at RWTH Aachen University, where I study Computer Science. Currently, I'm working on my thesis at CAISA Lab which is situated in Bonn, Germany.

My interests span across data science, machine learning, computer vision, and natural language processing. I'm passionate about leveraging new technologies to solve real-world problems and am always eager to learn and explore new things in the field.

Feel free to check out my projects and you can reach out to me on kotiyalanurag at gmail.

🛠 Tech stack

Programming Languages

Python

Data Analysis

NumPy Pandas Plotly OpenCV

Machine Learning

scikit-learn PyTorch TensorFlow Hugging Face LangChain

REST API

Fast API Flask Streamlit

MLOPs

mlflow DVC

DevOPs

Git Docker

Databases

MySQL PostGres

Pinned Loading

  1. Exploring-Data-Augmentation-Methods-through-Attribution Exploring-Data-Augmentation-Methods-through-Attribution Public

    Code for my master thesis at CAISA Lab (Bonn, Germany).

    Python

  2. Air-Quality-Forecasting Air-Quality-Forecasting Public

    An app that pulls data from OpenAQ api using location coordinates, trains a Boosting regressor model, and predicts weekly AQI for that location.

    Python

  3. Board-Games-Rulebook Board-Games-Rulebook Public

    A Llama 3 powered RAG application that can answer your questions regarding rules of popular board games.

    Jupyter Notebook

  4. Bone-Fracture-Detection Bone-Fracture-Detection Public

    A custom model that uses ResNet 50 for feature extraction to detect bone fractures from a patient's X-ray.

    Jupyter Notebook 1

  5. Car-Counter-Application Car-Counter-Application Public

    A car counter application that detects, tracks and counts cars crossing a "red" line.

    Python

  6. Face-Anonymizer Face-Anonymizer Public

    A face anonymising application that is capable of working with image, video, and live webcam feed.

    Python