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vibeetroot/README.md

✦ Chhavi Mishra ✦

~ Brewing curiosity, One Commit at a Time ~

"It is our choices that show what we truly are, far more than our abilities." 🦅

🪄 About Me

  • 🎓 B.Tech Mechanical Engineering | MNIT Jaipur (2024–2028)
  • 🔬 Researching Chest X-Ray Medical Report Generation (ref: CXPMRG-Bench, CVPR 2025)
  • 🤖 GSSoC '26 Contributor — Open Source & AI/Agentic Tracks
  • 📊 Built GradeScope: live ML-powered CGPA forecasting system
  • 🌿 Self-directing toward ML/AI and Computer Science
  • 🎵 Plays flute · Writes poetry · Always curious

💻 Languages

🤖 ML & AI

Keras NumPy Pandas YOLOv8

🌐 Web & Backend

🧰 Tools & Platforms

Google Colab Jupyter Render

🔬 Projects

🫁 Chest X-Ray Medical Report Generation Research · MNIT Jaipur

Automated radiology report generation using vision-language models. Studying MambaXray-VL with a three-stage pretraining pipeline — autoregressive generation, X-ray report contrastive learning, and supervised fine-tuning on CheXpert Plus. Reference: CXPMRG-Bench (CVPR 2025).

📊 GradeScope: CGPA Forecast System Python · Flask · Scikit-learn

4-model weighted ensemble (RF, GB, Extra Trees, Ridge) on 370+ survey responses. Custom k-NN SMOTE from scratch. Flask REST API with per-subject predictions and multi-semester trend projection.

😷 Face Mask Detection Python · TensorFlow · OpenCV

CNN achieving 95%+ accuracy on 3,800+ images. Real-time inference via OpenCV webcam feed. Explored MiDaS depth estimation and YOLOv8 for spatial awareness.

📊 GitHub Stats

🔥 Contribution Graph

🦉 Owl Post

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  1. vibeetroot vibeetroot Public

  2. Face-mask-detection Face-mask-detection Public

    Jupyter Notebook

  3. gradescope gradescope Public

    HTML

  4. portfolio2026 portfolio2026 Public

    HTML

  5. sae-mnit sae-mnit Public

    The Official Website of the Society of Automotive Engineers of NIT Jaipur

    CSS

  6. innovation-lab-examples innovation-lab-examples Public

    Forked from fetchai/innovation-lab-examples

    A curated collection of comprehensive Fetch.ai Innovation Lab examples, showcasing advanced use cases and detailed implementations beyond the main documentation.

    Python