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Achievements

Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: YOLO

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SoumaCloud/README.md

SOUMADIP


Cloud-native infrastructure engineer contributing to the CNCF ecosystem and transit open source. Work spans Kubernetes, AI inference, GitOps, and real-time telemetry.

Open Source Contributions

Org Repo Focus
Kubeflow · CNCF kubeflow/notebooks Workspace lifecycle, namespace-scoped deletion, PVC validation · TypeScript React
Volcano / Kthena · CNCF volcano-sh/kthena Error propagation and request handling in AI inference router · Go
OneBusAway OneBusAway/watchdog Vehicle attribution and metrics cardinality for GTFS-RT feeds · Go Prometheus

Projects

AI-Driven Event Processing System Real-time anomaly detection, TFT-based failure forecasting, and GraphRAG-powered remediation playbooks across four independent paths on a shared Kafka backbone. Deployed on AWS EKS via Terraform with a Jenkins CI pipeline and 11 architecture decision records. Java 17 Spring Boot Apache Kafka Neo4j PyTorch Ollama AWS EKS Terraform Prometheus

AKTE — Adaptive Knowledge & Teaching Engine Top 4 of ~500 teams at AWS AI for Bharat Hackathon. Two-phase LLM pipeline that converts PDFs into personalized study companions using Amazon Bedrock. Amazon Bedrock RAG Python AWS

FreeRTOS Scheduler Preemptive priority and round-robin scheduling on constrained embedded hardware — context switching and real-time task management at the system level. C FreeRTOS

AWS Serverless Event Pipeline End-to-end serverless pipeline: Cognito → SQS → SNS → Step Functions → Lambda. AWS Lambda Step Functions SQS SNS Cognito

Stack
Languages Go Python Java TypeScript C
Cloud Native Kubernetes Helm Kubeflow Argo CD KubeVirt
Data & Messaging Apache Kafka Redis PostgreSQL
AI / ML Amazon Bedrock RAG GraphRAG PyTorch Ollama
Infrastructure AWS Terraform Jenkins Prometheus Grafana

kubeflow/trainer · volcano-sh/volcano

Pinned Loading

  1. AKTE-Adaptive-AI-for-Personalized-Knowledge-Transformation AKTE-Adaptive-AI-for-Personalized-Knowledge-Transformation Public

    Forked from SanmayAnand/AKTE-Adaptive-AI-for-Personalized-Knowledge-Transformation

    AKTE: Adaptive Knowledge & Teaching Engine - turns any uploaded PDF into a personalised study companion via a 2-phase LLM pipeline, plus a 3D learning game. Top 4 of ~500 teams, AWS AI for Bharat H…

    HTML 1

  2. RTOSPROJECT RTOSPROJECT Public

    C 1

  3. two-node-chat two-node-chat Public

    JavaScript 1

  4. EMP EMP Public

    Java 1

  5. shopify-demo-with-aws-pipeline shopify-demo-with-aws-pipeline Public

    using aws services cognito sqs sns step funtion lamda

    JavaScript