rvaghashiya (Rajkumar Vaghashiya) · GitHub
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rvaghashiya/README.md

👋 Hi there, I'm Raj

I’m a MSc Computer Science student with 3+ years of experience in Deep Learning and Computer Vision. I specialize in developing robust AI systems that bridge cutting-edge research with real-world applications.


🔬 What I’ve Worked On

  • Quantum ML: Simulated hybrid AI–quantum models for pattern retrieval, demonstrating the feasibility of quantum-enhanced retrieval methods.
  • Automotive: Designed and deployed multimodal anomaly detection systems (100% recall, >90% precision) for quality assurance.
  • Retail: Developed zero-shot object detection systems (>80% accuracy) for retail inventory management.
  • Healthcare: Delivered medical image segmentation models (>90% AUC) and human-in-the-loop pipelines within ±8% of research benchmarks.
  • Software Engineering: Built a semantic search engine (98% accuracy) to enhance developer productivity.

🛠️ Skills & Tools

  • Programming: Python, C++
  • Deep Learning / AI Research: PyTorch, TensorFlow, Keras, HuggingFace
  • Computer Vision: OpenCV, scikit-image, OpenVINO
  • ML Ops & Deployment / Web Frameworks: Docker, Flask, MLflow, Kubernetes, Git
  • Cloud & Infrastructure: AWS (SageMaker), GCP (Vertex AI)
  • Data Science & Visualization: NumPy, Pandas, Scikit-learn, Matplotlib, Seaborn, Plotly
  • Environment & Tools: Linux, Figma

🌱 Interests

I’m passionate about interdisciplinary AI applications to solve real-world challenges and translate AI insights into actionable decisions for optimizing critical workflows.


📫 Let’s Connect

💡 Always open to collaborations on AI, Computer Vision, and Applied Machine Learning projects.

Check out my personal website for more details.

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