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Sharat-Anand/README.md

Hi, I'm Sharat 👋

Turning multimodal research into deployable AI systems

🎓 Master’s student in Digital Engineering | Multimodal AI & Medical Imaging
🏢 Software Engineer @ Carl Zeiss Meditech AG | Formerly @ Tata Consultancy Services
🔬 Research interests: Multimodal learning, generative AI, speech & vision systems


🔍 About Me

I work on multimodal AI systems that combine vision and language with a focus on building robust, interpretable and deployable models.
My background spans medical image processing, generative models, and human–AI interaction, and I am currently transitioning toward speech recognition, speech synthesis, and multimodal communication systems for clinical and assistive applications.


🧠 Research Interests

  • Multimodal machine learning (vision, text, speech, biosignals)
  • Medical image processing & segmentation (AS-OCT, surgical imaging)
  • Generative models (image generation, representation learning)
  • Speech recognition & speech synthesis (text-to-speech)
  • Explainable & interpretable AI for neural and clinical systems
  • Human–AI interaction and evaluation

📌 Research & Projects

  • Multimodal Image Generator — Master’s thesis on text–image semantic alignment
  • Medical Image Segmentation Pipelines — De-warping & segmentation for clinical imaging
  • Human–AI Image Generation Tool — Web-based system for co-creation and reflection

🛠️ Technical Skills

Languages: Python, C++, Java, MATLAB
Frameworks: PyTorch, MONAI, LangChain
Models: CNNs, U-Net, Transformers, GANs
Tools: Docker, GitHub, GitLab, CI/CD, HPC (SLURM)


📄 Publications


📫 Contact


⭐ I use this GitHub to share research code, experiments, and reproducible systems.

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