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FoldedOdin/README.md
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About Me

I'm a B.Tech Computer Science & Engineering graduate (SNMIMT, KTU, 2026) from Kerala, India, building reliable, production-minded cloud and DevOps systems.

  • Cloud & DevOps Lead on AquaChain, a serverless AWS IoT platform (17 CDK stacks, 620ms p95 latency, 99.2% uptime)
  • Creator of OdinRun, an open-source CI/CD intelligence platform (v1.0.0, 150+ commits)
  • Freelance engineer: shipped a production Next.js + Sanity CMS site for a healthcare practice
  • Currently looking for DevOps, Cloud, and SRE roles

Featured Projects

🌊 AquaChain

B.Tech capstone · Cloud & DevOps Lead, 4-person team

A serverless AWS platform for real-time water-quality monitoring, deployed across 17 CloudFormation stacks (CDK / Python) covering ingestion, compute, data, security, and monitoring.

  • Real-time pipeline: ESP32 → IoT Core → Lambda → DynamoDB with 620ms p95 end-to-end latency and 99.2% uptime over 3 months of load testing
  • XGBoost contamination classifier trained on SageMaker (94.2% accuracy)
  • GitHub Actions CI/CD for Lambda packaging and CDK deploys across dev, staging, and prod

AWS CDK Lambda IoT Core DynamoDB SageMaker GitHub Actions Python

Repo

⚙️ OdinRun (formerly PipelineOS)

Solo · Open source · v1.0.0

A self-hosted CI/CD platform with intelligent failure diagnosis.

  • Full CLI (./odinrun start/stop/status/logs/doctor) and a guided web setup that gets a working pipeline running in under 60 seconds
  • Event-driven core with live CPU/memory telemetry streamed from the Docker Engine API to a React dashboard over WebSocket
  • Resilient fleet scheduling with 60-second claim-lease expirations to prevent hung or queued runs
  • Rule-based auto-remediation plus local-first AI root-cause analysis (Ollama, 100% on-prem) with optional OpenAI support

Docker Redis BullMQ WebSocket GitHub Webhooks Python Ollama

Repo

🏥 KPM Clinic

Freelance · Next.js 14 + Sanity CMS

A production website for a solo healthcare practice, with a headless CMS so non-technical staff can update services on their own, plus an automatic static-content fallback that keeps the site online if the CMS is unreachable.

Next.js 14 TypeScript Sanity Netlify Terraform GitHub Actions

Live Site


Tech Stack

☁️ Cloud & DevOps

AWS Docker GitHub Actions Git Linux Terraform OpenTelemetry

⚙️ Languages & Backend

Python Bash TypeScript Node.js

🗄️ Databases & Messaging

DynamoDB PostgreSQL Redis MongoDB

🖥️ Frontend

Next.js React


📫 Let's connect: karthikkpradeep.dev · LinkedIn · Email

Pinned Loading

  1. AquaChain AquaChain Public

    AquaChain is an IoT-based water monitoring system that uses ESP32 and sensors (pH, turbidity, temperature, and TDS) to provide real-time insights on water quality and consumption. Data is sent to t…

    Python 2

  2. OdinRun OdinRun Public

    OdinRun is a self-hosted, container-native CI/CD runtime that executes Docker pipelines with real-time telemetry, local AI failure diagnosis (Ollama), and auto-remediation — giving developers full …

    TypeScript

  3. Japanese-flashcard-website- Japanese-flashcard-website- Public

    Forked from arc-en-fel/Japanese-flashcard-website-

    A modern, accessible web app for mastering Japanese Hiragana & Katakana through interactive flashcards, quizzes, and audio pronunciation.

    TypeScript 1