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SantoshAdabala/README.md

Hi 👋, I'm Siva Naga Santosh Adabala

A results-driven Data Engineering & AI/ML Engineer with expertise in architecting scalable end-to-end data platforms using Apache Spark, Kafka, and Airflow on AWS/GCP; containerizing microservices with Docker & Kubernetes; and managing infrastructure as code with Terraform. Skilled in MLOps—leveraging MLflow, Kubeflow, and CI/CD pipelines—to productionize deep learning and LLM-based applications in Python, Scala, and PyTorch. I excel at transforming complex datasets into interactive dashboards with Plotly/Dash and deploying intelligent agents that deliver real-time, actionable insights.

  • 🔭 An AI-driven Parenting Agent using Google’s ADK and FatSecret integration for nutrition & medical guidance. Parenting Agent

  • 🌱 I’m currently mastering advanced MLOps and CI/CD with Kubeflow Pipelines, Argo Workflows, and GitOps while building retrieval-augmented LLM applications using vector search engines like FAISS and Pinecone. Diving into real-time data pipelines with Apache Kafka, Flink, and ksqlDB, infrastructure as code via Terraform and Pulumi, and graph data modeling in Neo4j for relationship-driven analytics.

  • 👯 I am interested to work on Open-source AI assistants & chatbots

  • ⚡ Fun fact 🌐 My side project is a live dashboard tracking global La Niña forecasts.

Connect with me:

santoshadabala santosh adabala san_tooosh siva naga santosh adabala siva naga santosh adabala

Languages and Tools:

aws azure bash bootstrap c cockroachdb cplusplus docker elasticsearch firebase flask gcp git go grafana graphql hadoop heroku html5 kafka kibana kubernetes mariadb mongodb mssql mysql nginx opencv oracle pandas photoshop postgresql postman python pytorch rabbitMQ redis scikit_learn seaborn sqlite tensorflow

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  1. ColdEmailGenerator ColdEmailGenerator Public

    Jupyter Notebook

  2. Data-Center-Scale-Computing Data-Center-Scale-Computing Public

    Python

  3. Netflix-Data-Analysis Netflix-Data-Analysis Public

    Jupyter Notebook

  4. SantoshAdabala SantoshAdabala Public

    Config files for my GitHub profile.

  5. SpaceAnalytics SpaceAnalytics Public

    Space Analytics- PowerBI

  6. devyanisri/Semeval2024Task8a devyanisri/Semeval2024Task8a Public

    Jupyter Notebook 1