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Achievement: Pull SharkAchievement: Quickdraw

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Rganeshk/README.md

Hi, I'm Ramya Ganesh! 👋

🎓 Software Architect & ML Infra Engineer | MSE @ Carnegie Mellon University
📍 Currently based in Pittsburgh, PA
📅 Graduating Dec 2025 | MSE Director’s Scholarship Winner

🔭 Current Focus

  • Architecting a cloud-native ML infrastructure with Azure, Kafka, Debezium, and Snowflake
  • Building event-driven data pipelines and RBAC-secured analytics platforms
  • Fine-tuning diffusion models for Prompt-to-Prompt editing and object cardinality control
  • Exploring AI observability and scalable ML deployment strategies

💼 Past Work

  • Philips Healthcare → Cloud-native clinical imaging platform | Scalable DICOM rendering | ML integration
  • Led microservices development with .NET Core, TypeScript, and AWS
  • Delivered infra-as-code, automated CI/CD, and real-time image streaming

🧠 A little more about me...

const ramyaganesh = {
  pronouns: "she" | "her",
  languages: ["Python", "Java", "C#", "SQL", "TypeScript", "JavaScript"],
  specialties: [
    "ML Infrastructure", 
    "Cloud-Native Architecture", 
    "Generative AI", 
    "Distributed Systems"
  ],
  frameworks: ["PyTorch", "Hugging Face", "Keras", ".NET", "React", "Angular"],
  cloud: ["Azure", "AWS", "GCP"],
  dataTools: ["Kafka", "Debezium", "Snowflake", "Hive", "Spark", "Airflow"],
  interests: ["AI Infra", "Poetry", "Human-centered design", "Visualization"]
}

📫 Let’s Connect!

Popular repositories Loading

  1. 24-Text-Image-Generation-Tackling-Multiple-Object-Cardinality 24-Text-Image-Generation-Tackling-Multiple-Object-Cardinality Public

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  2. prompt2prompt-diffusion prompt2prompt-diffusion Public

    Prompt-to-Prompt image editing with diffusion models

    Jupyter Notebook

  3. Rganeshk Rganeshk Public

  4. genai-docker-fastapi genai-docker-fastapi Public

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  5. transformers transformers Public

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    🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

    Python

  6. Low-Level-Design Low-Level-Design Public

    Forked from shubhkpatel/Low-Level-Design

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