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    Thilina Ashen Gamage

    Thilina Ashen Gamage

    Technology Researcher • Passionate about building things and learning how things work ⚡🚀

    • Colombo, Sri Lanka
    • Twitter
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    • Linux 27
    • AWS 17
    • Node.js 15
    • Ubuntu 15
    • Debian 15
    • RHEL 14
    • Java 12
    • CentOS 11
    • JavaScript 7
    • Docker 7
    • PHP 6
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    • Git 5
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    • NPM 4
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    • Oracle DB 3
    • Kubernetes 3
    • Terraform 3
    • APIs 2
    • VirtualBox 2
    • EC2 2
    • MongoDB 2
    • SSL Certificates 2
    • Career 2
    • Programming 2
    • Springboot 2
    • Databases 2
    • NoSQL 2
    • WebSockets 1
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    • JDK 1
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    • DynamoDB 1
    • WSL 1
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    • EKS 1
    • LangChain 1
    • OpenAI 1
    • Grafana 1
    • Prometheus 1
    • Redis 1
    • Caching 1
    • MLOps 1

    Recent posts

    MLOps on AWS: A Practical Architecture & Best-Practices Guide

    less than 1 minute read

    A comprehensive checklist for AI/ML Engineers building production-grade ML systems

    AWS Multi-Region Deployment Best Practices

    less than 1 minute read

    A checklist for Cloud Solution Architects to live by

    Redis Memory Optimization Techniques & Best Practices

    less than 1 minute read

    Lessons learned from optimizing Redis performance

    MongoDB Performance Optimization: Aggregation Pipelines

    less than 1 minute read

    Lessons learned by querying millions of records with millisecond latencies and fine-tuning aggregation pipelines, indexes, and resource usage

    MCP Is a Higher-Level Abstraction Over APIs — Not a Replacement

    less than 1 minute read

    APIs do the work. MCP orchestrates them with memory, context, and intent. They complement each other.

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