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parnika-singh/README.md

Hi there! 👋 I'm Parnika Singh

🚀 Bridging AI & Embedded Systems | ML Enthusiast | Automation Innovator

I’m a final-year B.Tech CSE (Machine Learning) student at Gautam Buddha University, driven by a passion for fusing AI and hardware to build cutting-edge automation solutions. Whether it's crafting intelligent systems, fine-tuning machine learning models, or pushing the boundaries of data-driven innovation, I thrive on turning ideas into reality.

💡 From training AI models to engineering smart automation, I’m always eager to tackle challenges that blend software intelligence with real-world applications.

💡 Whether it’s optimizing ML algorithms, architecting data science pipelines, or developing AI-powered IoT solutions, I’m all about solving complex problems where code meets circuits.

🎯 What I Do:

🔹 Design & optimize machine learning models for impactful applications
🔹 Extract meaningful insights from data science projects
🔹 Develop AI-driven IoT & automation solutions that bridge the digital-physical world
🔹 Streamline workflows using Selenium & intelligent systems for seamless automation

💻 Tech Stack

Languages & Frameworks

Python C C++ Java R TensorFlow PyTorch Scikit-Learn Keras OpenCV

Web & App Development

HTML CSS Kotlin Jetpack Compose Android Studio

Databases & Cloud

MySQL Google Cloud

Embedded Systems & IoT

Arduino ESP32 Renesas MATLAB

Tools & Automation

Selenium Streamlit Tinkercad

🧠 Fun Fact

I sometimes talk to my AI models like they're my teammates—until they start overfitting, then it's just an argument! 😆

Pinned Loading

  1. OncoVision OncoVision Public

    An intelligent machine learning model for classifying breast cancer cells as benign or malignant using the UCI Breast Cancer Wisconsin dataset.

    Jupyter Notebook

  2. ESP32-Projects ESP32-Projects Public

    A collection of ESP32-based projects covering LED sequencing, 7-segment displays, Over-The-Air (OTA) updates, Wi-Fi network switching, and web-based LED control.

    C++

  3. Samsung-Innovation-Campus Samsung-Innovation-Campus Public

    Projects done while attending Samsung innovation campus

    Jupyter Notebook

  4. Social-Media-Data-Analysis Social-Media-Data-Analysis Public

    Data analysis of social media data (the data is generated by me only).

    Jupyter Notebook

  5. Coffee-Roasting Coffee-Roasting Public

    A simple neural network using Tensorflow to predict if the coffee roasted is "good" or "bad".

    Jupyter Notebook

  6. Zero-and-One-digit-Classification Zero-and-One-digit-Classification Public

    A neural network to recognize the handwritten digits zero and one.

    Jupyter Notebook