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  • India | Open to BLR • HYD • MAA • Remote

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ShyamD2/README.md
Shyam Kumar D Hero Banner

SHYAM KUMAR D

Cloud Infrastructure & DevSecOps Engineer | AWS • Kubernetes • Terraform • Linux • FinOps

📍 India  |  Open to Relocation (Bengaluru • Hyderabad • Chennai) & Remote


👋 Recruiter? Start Here

A fast, zero-friction directory to evaluate my architectural depth, code quality, and cloud deployments across my public repositories:

What You Are Looking For Featured Engineering Proof Primary Technical Stack
🌟 Distributed Systems & FinOps KubeForecast — Autonomous EKS Predictive Scheduler Kubernetes Scheduling Framework, AWS EKS v1.31, Go, 90ns Latency
🛡️ Cloud Security & SOAR aegis-cloud-security — Multi-Account Threat Detection AWS, EventBridge, Lambda, GuardDuty, Terraform, Automated Containment
Serverless FinOps Architecture aws-cloud-serverless-url-shortener — Event-Driven App Terraform, API Gateway, Lambda, DynamoDB, SQS, CloudWatch
🔐 Privileged Access Management SecureVault-Campus / cyberark-pam-lab-api Active Directory, PAM Vaulting, Python FastAPI, Docker, pytest
☁️ AWS Core Infrastructure Scalable-AWS-Cloud-Infrastructure — Multi-AZ VPC AWS VPC, Application Load Balancer, EC2 Auto Scaling Groups
📄 Direct Contact & Connect LinkedIn ProfileEmail Response SLA: Under 24 Hours

👨‍💻 Executive Engineering Summary

Cloud Infrastructure & DevSecOps Engineer specializing in AWS cloud architectures, Kubernetes fleet orchestration, modular Infrastructure as Code (Terraform), and cloud financial engineering (FinOps).

Author of KubeForecast, an autonomous Kubernetes predictive scheduling framework plugin and FinOps cost optimization engine that eliminates structural cloud compute waste by predicting node consolidation targets and steering workloads toward safe waterline nodes before fragmentation occurs (90.35 ns/op scoring speed, verified 50.0% to 66.7% node fleet reduction on live AWS EKS hardware).

🎯 Current Focus & Goals

  • Core Focus Areas:
    • Cloud Infrastructure: Multi-AZ VPC network design, private subnet isolation, NAT Gateway egress, and least-privilege IAM IRSA federation.
    • Infrastructure as Code (IaC): Modular HashiCorp Terraform architectures, S3 remote state management, and enterprise Helm v3 packaging.
    • Kubernetes Fleet Engineering: Custom Go Scheduling Framework plugins (Score/PreScore), Mutating Admission Webhooks, and Pod Disruption Budget (PDB) safeguards.
    • Observability & FinOps: Multi-dimensional Prometheus metric collectors, sub-millisecond PromQL queries, and 5 production Grafana dashboards.
  • Target Certification:
    • AWS Certified Solutions Architect – Associate (SAA-C03) — Target: Q4 2026

🛠️ Verified Skills & Architectural Evidence

Instead of an unverified list of logos, here is the architectural proof for every skill:

Engineering Domain Primary Technologies Verified Architectural Proof in Code
Container Orchestration Kubernetes, AWS EKS v1.31, Scheduler Framework Native Go plugin evaluating Score/PreScore in 90.35 ns, Mutating Admission Webhook router, Pod Disruption Budget (PDB) safeguards (KubeForecast).
Infrastructure as Code (IaC) Terraform, Helm v3 100% codified, modular AWS infrastructure (modules/vpc, modules/eks, modules/ecr, modules/iam, modules/s3), parameterized Helm packaging with zero ClickOps (KubeForecast, aws-cloud-serverless-url-shortener).
Cloud Infrastructure AWS (VPC, EC2, ALB, NAT, ECR, IAM IRSA, S3), Azure Dual-AZ isolated public/private network topology, automated rolling ASG scaling, IAM OIDC federation with zero static credentials.
Observability & FinOps Grafana, Prometheus, CloudWatch 5 production Grafana JSON dashboards (dashboards/grafana/), sub-millisecond Prometheus exporters, real-time FinOps cost ledger (KubeForecast).
Systems & Languages Go (Golang), Python, Bash, Linux (Ubuntu/Kali) Compiled low-latency Go microservices, boto3 automation scripts, systemd daemons, Linux kernel cgroups v2.
Security & Networking TCP/IP, PAM, Wireshark, Nmap, Burp Suite Privileged Access Management labs, automated threat containment, security groups, and TLS 1.3 edge termination (aegis-cloud-security, SecureVault-Campus).

🏗️ How I Build (Engineering Approach)

Design → Codify (IaC) → Secure (Least Privilege) → Test (CI/CD) → Monitor (Metrics) → Document
  • Infrastructure as Code First: Zero ClickOps. Every server, VPC route, security group, and container registry is declared in Terraform or Helm.
  • Least-Privilege Security by Design: Fine-grained IAM Roles for Service Accounts (IRSA), non-root distroless containers, and isolated private subnets.
  • Observable by Default: Metrics, structured logs, and Grafana dashboards are provisioned alongside the infrastructure.
  • Reproducible & Idempotent: Single-command automated deployments (terraform apply) and deterministic zero-orphan teardowns (terraform destroy).

🚀 Flagship & Featured Projects

An autonomous, proactive Kubernetes scheduling framework plugin and FinOps cost optimization engine that eliminates structural cloud compute waste by predicting node consolidation targets and steering workloads toward safe waterline nodes before fragmentation occurs.

📂 GitHub Repository🎬 Live 1080p Video Player📖 18-Page Architecture Presentation (PDF)

  • Verified Cost-Benefit Economics:
    Cluster Scale Default Kubernetes Cost KubeForecast Optimized Cost Net Savings
    Live AWS 3-Node EKS Fleet $311.76 / month $155.88 / month 50.0% – 66.7% ($155.88/mo)
    100-Node Enterprise Fleet $74,304 / year $37,152 / year $37,152 / year saved
  • Sub-Millisecond Execution: Custom Go Kubernetes Scheduling Framework plugin evaluates candidate nodes in 90.35 nanoseconds (>11 million evaluations/second).
  • Zero Disruption & PDB-Safe: 100% compliant with Pod Disruption Budgets, taints, tolerations, and anti-affinity rules, backed by a fail-safe mutating admission router (failurePolicy: Ignore).
  • Turnkey IaC & Observability: Modular Terraform (VPC, EKS v1.31, ECR, IAM IRSA, S3) with Helm v3 deployment, 5 pre-built Grafana dashboards, and an interactive JARVIS HUD cockpit.

Production Cloud, Security & Systems Projects

Project Core Stack Architectural Highlights
🛡️ aegis-cloud-security AWS, Terraform, EventBridge, Lambda, GuardDuty, IAM Multi-account threat detection, automated SOAR containment, attack-path analysis, and immutable forensic evidence preservation.
aws-cloud-serverless-url-shortener Terraform, API Gateway, Lambda, DynamoDB, SQS, CloudWatch Production-style serverless platform with asynchronous analytics, modular IaC, automated security scanning, and FinOps controls.
🔐 SecureVault-Campus Active Directory, Windows Server, Linux, PAM, Docker Enterprise Privileged Access Management lab simulating credential vaulting, session isolation, and role-based access governance.
🚀 cyberark-pam-lab-api Python FastAPI, Pydantic, Docker, pytest, REST REST API backing a PAM lab dashboard with typed safe management, account discovery endpoints, and automated unit testing.
🚨 incident-response-platform Python, Webhooks, Alerting, Operational Runbooks Incident management platform for automated alert triage, severity classification, and operational runbook execution.
☁️ Scalable-AWS-Cloud-Infrastructure AWS VPC, EC2, ALB, Auto Scaling, Security Groups Multi-AZ infrastructure provisioning public/private subnets, Application Load Balancers, and EC2 Auto Scaling groups.

💼 Professional Experience

☁️ Cloud Computing & Systems Intern — Reccsar Pvt. Ltd.  |  Apr 2026 – May 2026
  • Analyzed and deployed scalable cloud infrastructure patterns across IaaS, PaaS, and SaaS models on live cloud environments.
  • Implemented network security groups, subnets, and reverse-proxy load balancing architectures to handle high-traffic spikes without single points of failure.
  • Traced the full development-to-deployment lifecycle of containerized web services, establishing CI/CD automation and environment reproducibility.

🎓 Education

B.Sc. Networking (Cloud Computing)
Subbalakshmi Lakshmipathy College of Science, Madurai · Expected: May 2027


"Build secure, scalable infrastructure. Automate everything. Monitor what matters."
— Shyam Kumar D · India 🇮🇳

Pinned Loading

  1. KubeForecast KubeForecast Public

    Autonomous Kubernetes Predictive Scheduling & FinOps Cost Optimization Engine. Eliminates structural cloud compute waste via dynamic waterline bin-packing and custom Go scheduler framework plugins.…

    HTML 1

  2. aegis-cloud-security aegis-cloud-security Public

    Autonomous Multi-Account Cloud Threat Detection, Active SOAR Containment & SEC WORM Digital Forensics Platform on AWS

    Python 2

  3. aws-cloud-serverless-url-shortener aws-cloud-serverless-url-shortener Public

    Built a production-ready serverless URL shortener and analytics platform on AWS, implementing scalable event-driven architecture, infrastructure as code, CI/CD, monitoring, and cost optimization.

    Python 1 1

  4. Scalable-AWS-Cloud-Infrastructure-Deployment Scalable-AWS-Cloud-Infrastructure-Deployment Public

    Built a scalable AWS cloud infrastructure using VPC, EC2, Load Balancer, and Auto Scaling to simulate a secure, highly available real-world cloud deployment environment.

    1

  5. incident-response-platform incident-response-platform Public

    Incident Response Platform – A web-based platform for monitoring systems, managing security incidents, tracking alerts, and streamlining incident response workflows.

    TypeScript 1

  6. SecureVault-Campus SecureVault-Campus Public

    Enterprise Privileged Access Management (PAM) Lab using Active Directory, Windows LAPS, PowerShell JEA, Docker, and CyberArk Conjur Open Source.Open Source.

    PowerShell 1