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karkidilochan/readme.md

πŸ‘‹ Hi! I'm Dilochan Karki

πŸ§‘β€πŸ’» Software Engineer | Data & ML Ops Enthusiast

I build scalable data infrastructures and am currently exploring efficient AI solutions using distributed systems. My work spans distributed deep learning training, production-ready data pipelines, and backend systems.

πŸ“Œ Recent Updates

  • πŸ” Building a Kubernetes cluster to benchmark network performance of distributed TensorFlow training at Colorado State University.
  • πŸ—οΈ Developing a RAG AI assistant for Terraform code TerraGuard.
  • πŸ“š Exploring Terraform deployments & documenting my journey in Learn-Terraform.
  • πŸ“ Published Towards Synthesis of Application-Specific FEC Codes at ACM HotNets'24.

🀝 Let's Connect!

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  1. TerraGuard TerraGuard Public

    AI assistant for security compliant Terraform code.

    Jupyter Notebook

  2. DifferentiallyPrivateImageClassification DifferentiallyPrivateImageClassification Public

    Optimizing Differentially Private Training for Image Classification

    Jupyter Notebook

  3. NER-nepali NER-nepali Public

    Named Entity Recognition in Nepali with Monolingual BERT model

    Jupyter Notebook

  4. Distributed-FileSystem Distributed-FileSystem Public

    A self correcting distributed file system

    Java

  5. Realtime-AQI-Storm Realtime-AQI-Storm Public

    Processing weather data at real time at low-latency using Lossy Count with Apache Storm

    Java