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MANSIBAGOHIL/README.md

Hey there! 🙋‍♀️

I'm Mansi, a Computer Science graduate student in the USA.

If a question pops up in my head, I find answers. A lot of the time, I create the answers through my research and projects.

I like working with Python, Machine Learning, SQL and more. My go-to tools and frameworks are PyTorch, Scikit-learn, and Git.

These days, I'm learning Agentic AI using CrewAI and local LLMs through Ollama.

I've tried and built quite a few things while learning, but my favorite project is my ASL Sign-to-Text Recognition project.

🛠️ Tools & Tech

Languages: Python • SQL • Java
AI & ML: PyTorch • TensorFlow • Scikit-learn
AI Tools: Cursor • Claude • ChatGPT

A little outside of code

🗣️ I speak 3 languages and understand more than 5.

🎬 my favourite anime is One Piece.

🎨 Hobbies: sketching, anime, and books.

If you'd like to talk about AI, research, anime, or anything interesting, feel free to connect with me on LinkedIn.

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  1. AI-resume-job-description-matcher AI-resume-job-description-matcher Public

    Multi-agent AI application built with CrewAI, Ollama, and Streamlit to compare resumes with job descriptions, identify keyword gaps, recommend resume improvements, and generate tailored cover letters.

    Python

  2. asl-sign-to-text-recognition asl-sign-to-text-recognition Public

    Real-time sign-to-text recognition using Random Forest, CNN, and YOLOv8 models trained on hand-sign images for the ASL alphabet.

    Jupyter Notebook

  3. metal-casting-defect-detection metal-casting-defect-detection Public

    Computer vision pipeline for classifying, detecting, and segmenting metal-surface defects using classical ML, YOLOv8, and X-Net.

    Jupyter Notebook

  4. chronic-kidney-disease-prediction chronic-kidney-disease-prediction Public

    Machine-learning project comparing classification models for chronic kidney disease prediction through data cleaning, model training, and performance evaluation.

    Jupyter Notebook

  5. Millis-way-graph-theory-game Millis-way-graph-theory-game Public

    Java 2D educational game that teaches the Hamiltonian graph concept through navigation, key collection, task completion, and a journey to school.

    Java

  6. book-management-discussion-forum-java-spring-boot book-management-discussion-forum-java-spring-boot Public

    Spring Boot application for browsing and managing personal book collections with authentication and a real-time WebSocket discussion forum.

    CSS