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Playing with numbers to mitigate climate change
💭
Playing with numbers to mitigate climate change
7 followers · 13 following

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Achievement: Pull SharkAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull SharkAchievement: Arctic Code Vault Contributor

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unmeshmali25/README.md
  • 👋 Hi, I’m @unmeshmali25
  • 👀 ML Engineer at CVS Health
  • Working at inference scale of 80 million customers per week.
  • Working on
    • @CVS : Recomendation Engine, Offer engine, MLOps infrastructure overhaul.
    • A full-stack retail app with AR-based product identification and coupon matching (React, Supabase, Python/Railway)
    • An AI agent orchestration framework — 372 LLM-powered personas simulating real shopper behavior over 3+ synthetic years (LangGraph, LangSmith, asyncio)
    • A complete MLOps platform for recommendations, offer optimization, segmentation, and CLV modeling (Terraform, GCP, DVC, MLflow, GitHub Actions)
  • 📫 You can reach me at unmeshmali@gmail.com or send me a connection request at https://www.linkedin.com/in/unmesh-mali/

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  1. tfranza/ibotta_fraud tfranza/ibotta_fraud Public

    An ML product that make use of an unsupervised anomaly detection model for Fraud Detection using the Berka 'financial' dataset.

    Jupyter Notebook 3

  2. Automating-Workloads-Using-ARM-Template Automating-Workloads-Using-ARM-Template Public

    Automating Workloads Using Azure ARM Template for a fictional Rand Enterprise Corporation

  3. aws-devops-cicd-yoda-insurance-microservice aws-devops-cicd-yoda-insurance-microservice Public

    Python

  4. Azure-CLI-Distribute-Incoming_traffic Azure-CLI-Distribute-Incoming_traffic Public

    Create Highly Available Architecture by Distributing Incoming Traffic among Healthy Service Instances in Cloud Services or Virtual Machines in a Load Balanced Set with the Help of Command-Line Inte…

  5. Building_and_Evaluating_Advanced_RAG Building_and_Evaluating_Advanced_RAG Public

    The repository uses llamaindex to build 3 levels of RAG applications on my personal blog. It also uses TrueLens to evaluate each of the RAG methodologies based on context relevance, answer relevanc…

    Jupyter Notebook 1

  6. serverlessLLM-AWS-bedrock serverlessLLM-AWS-bedrock Public

    Building an audio summarization app using LLM from Bedrock and using AWS Lambda to make it serverless

    Jupyter Notebook