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sonalrajsr/README.md

πŸ‘‹ Hi, I'm Sonal Raj!

🎯 AI/ML Engineer | Data Scientist | Software Developer

Passionate about building intelligent systems, crafting predictive models, and developing scalable software solutions that solve real-world problems.


✨ About Me

I'm an enthusiastic problem solver who loves transforming ideas into AI-driven solutions. From time-series forecasting and deep learning applications to algorithmic trading systems and smart manufacturing β€” I thrive on applying AI to domains that matter.

  • πŸ“ Currently exploring advanced deep learning models and AI applications in manufacturing.
  • πŸš€ Actively contributing to AI/ML projects, open-source repositories, and software tools.
  • πŸ“– Lifelong learner always hunting for innovative tech to master!

πŸš€ Skills & Expertise

Here’s a snapshot of what I bring to the table:

  • πŸ€– Machine Learning – LSTM, CNN, ANN, RNN, Transformers, Regression, Classification
  • 🧠 Deep Learning – TensorFlow, PyTorch, Keras
  • πŸ“Š Data Science – Data Cleaning, Preprocessing, EDA, Visualization (Matplotlib, Seaborn)
  • πŸ“ˆ Algorithmic Trading – Strategy development, backtesting, optimization
  • πŸ–₯️ Software Development – Python, SQL, Git, Docker, REST APIs
  • ☁️ Cloud & Deployment – AWS, Streamlit, MLflow
  • πŸ’» Web Development – HTML, CSS, JavaScript, Django, Flask

🌟 Featured Projects

A few projects I'm particularly proud of:

πŸ“Œ Project πŸ“‘ What it’s About πŸ”— Link
πŸŽ›οΈ Lathe Carriage & Guideway Design Complete design and FEA simulation of a lathe’s carriage, guideways, and lead screw system for precision machining. πŸ”— View Repo
🌊 Data-Driven Fluid Mechanics Computer vision and data extraction from fluid flow videos to analyze dynamic behavior in experiments. πŸ”— View Repo
πŸ–ΌοΈ Image Segmentation & Object Analysis AI-powered pipeline for segmenting images, identifying objects, generating descriptions, and displaying results on a Streamlit dashboard. πŸ”— View Repo

πŸ“Œ Explore the full list of my repositories to discover more AI, ML, and software projects!


πŸ“Š My GitHub Stats

Here’s a quick glance at my activity and tech stack preferences:

GitHub Stats Top Languages


πŸ”₯ Contribution Streak

GitHub Streak

⚑ Consistent contribution is the secret to steady growth!


πŸ“¬ Let's Connect

Would love to connect with fellow developers, data scientists, and AI enthusiasts! Reach out for collaborations, project discussions, or even random tech talks. πŸš€

LinkedIn Portfolio Gmail


✨ _Let's build AI solutions that make a difference!_ ✨

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  1. Image-Segmentation-and-Object-Analysis Image-Segmentation-and-Object-Analysis Public

    The project is structured into multiple steps, each designed to handle a specific task in the pipeline, from image segmentation to object identification and description generation. The end goal is …

    Python 1

  2. Data-Driven-Fluid-Mechanics-Project Data-Driven-Fluid-Mechanics-Project Public

    This repository hosts a Python project that utilizes image processing and Proper Orthogonal Decomposition (POD) to analyze fluid dynamics from video data. This project covers steps for extracting f…

    Jupyter Notebook 2