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ananya-mh/README.md

A H Header

Software Engineer | Distributed Systems • AI/ML • Full-stack


A collection of tools and technologies acquired through building.

Languages & Web


Infrastructure & Automation


Data and Intelligence

AI/ML & Inference: PyTorchvLLMHuggingFaceModel QuantizationMoE ArchitecturesCUDAROCm

AI Applications: LangChainRAGAgentic AIMCPNLP


Contact

Hit me up, I'm always looking for a thoughtful conversation.

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  1. optimizing-moe-inference optimizing-moe-inference Public

    A systematic framework for studying MoE inference optimization strategies including expert-aware batching, expert placement (co-located vs. distributed), and scaling analysis across single-GPU, mul…

    Python

  2. MoE-Quantization-Study MoE-Quantization-Study Public

    Activation-aware weight quantization for Mixture-of-Experts models. Profiles per-expert routing frequency in OLMoE-1B-7B and allocates bit precision accordingly — keeping high-traffic experts at IN…

    Python

  3. RegAI RegAI Public

    AI-powered regulatory compliance engine. Automates gap analysis across GDPR, SOC 2, and HIPAA using multi-agent RAG pipelines, and generates audit-ready reports with citations.

    Python

  4. Rebalance-AI Rebalance-AI Public

    Forked from PranavViswanathan/Rebalance-AI

    An end-to-end MLOps platform leveraging distributed orchestration, experiment tracking, and containerized microservices to deliver real-time demand forecasting for Boston's Bluebikes network. The s…

    Python

  5. Inference-Reliability-Platform Inference-Reliability-Platform Public

    Datadog-lite observability platform for distributed AI inference pipelines. Automated incident detection, cascading failure correlation, and LLM-powered root-cause analysis, deployed on Kubernetes

    Python

  6. developer-support-tool developer-support-tool Public

    AI-powered support agent that automates first-line developer support for Firebase, grounding every response in official documentation to ensure accuracy and reducing average resolution time from m…

    JavaScript