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kushalX13/README.md
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Kushal Varma Gangaraju

Master's Student in Computer Science, University of Rochester

I design and deploy scalable machine learning systems across medical imaging, generative modeling, and cloud-native data pipelines. My work spans research-grade modeling, GPU-accelerated training, and production-ready architectures.

gangarajukushalvarma@gmail.com · LinkedIn · Website

Research & Engineering Focus

  • Medical Image Segmentation and Classification
  • Generative Modeling
  • LLM's and RAG
  • Transformer-based Architectures and Representation Learning
  • Scalable ML Pipelines and Cloud Infrastructure

Tech Stack

C++ SQL
PyTorch TensorFlow Keras CUDA Hugging Face Transformers Diffusion LangChain
AWS Databricks Kubernetes Terraform FastAPI Docker CI/CD
Spark MLflow Delta Lake PostgreSQL MongoDB MLOps

Current Interests

Scalable generative modeling, retrieval-augmented systems, and quantitative machine learning applications.

Pinned Loading

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    3D OCT latent diffusion model using NVIDIA NV-Generate–style VAE+UNet with Rectified Flow in latent space.

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  2. CarDiag-RAG CarDiag-RAG Public

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  3. medvitv2-medical-classification medvitv2-medical-classification Public

    MedViTV2: Medical Image Classification with KAN-Integrated Transformers - Achieved 97-98% accuracy on BloodMNIST and Czech WBC datasets

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  4. Real-Time-Tweet-Sentiment-Pipeline Real-Time-Tweet-Sentiment-Pipeline Public

    Jupyter Notebook

  5. CurbKey CurbKey Public

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  6. DriftGuard-AI DriftGuard-AI Public

    Python