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NewAi25/README.md

Hi, I'm Manisha 👋

Infrastructure & Cloud Security Engineer · Co-Founder & CTO @ Oz Lunara · AI evals

I own infrastructure end to end: AWS, EKS, Terraform, CI/CD and security. I also build and check AI evaluations.

  • 🛠 Co-Founder & CTO at Oz Lunara, a cloud and AI security platform (private beta)
  • 🧪 Built DeskBench, a benchmark for AI reliability on messy office work
  • 🐄 Sentient Futures Project Incubator mentee, working on AI × animal welfare (plf-audit)
  • 🌍 Based in Kolkata, working remote, open to relocating

🧰 Stack

Cloud: AWS (EKS, ECS Fargate, IAM, Cognito, VPC, WAF, CloudFront, RDS) · Azure IaC: Terraform · Pulumi · CloudFormation · Helm Containers: Docker · Kubernetes (EKS) · Ingress CI/CD: GitHub Actions · GitOps · Jenkins · SonarQube Security: least-privilege IAM · Postgres RLS · secrets (SSM) · OPA policy gates · audit logging Code: Python · SQL · TypeScript · Bash · HCL AI: LLM APIs (Anthropic, Bedrock) · RAG · evals · MCP · Claude Code

💼 Experience

Co-Founder & CTO · Oz Lunara · Apr 2026 – now Multi-tenant cloud security posture platform (React, Supabase/Postgres, ~184 edge functions) with RLS everywhere and per-org encrypted credentials. Built a 7-layer policy and audit pipeline and Belay, a guardrail that blocks dangerous AI-agent actions.

AI Platform Engineer (short contract) · Private client, AI governance platform · 2026 Built a guarded NL-to-SQL copilot: SELECT-only guard, schema allowlist, PII masking, full query audit trail, 12/12 acceptance suite. Merged 14+ ML pipeline outputs into one 5-schema database with 16 quality checks.

Sole DevOps Engineer (contract) · BawaHealth, HIPAA health tech · Sep 2025 – Apr 2026 Production AWS from scratch with Terraform. 10+ GitHub Actions pipelines (deploys ~45 min → under 1 min), SSM secrets, CloudWatch/SNS alerting, 5 critical incidents fixed solo.

DevOps Engineer (contract) · Ndel Technologies, PCI-DSS fintech · Sep 2025 – Apr 2026 PCI-aligned AWS (private VPC, least-privilege IAM, RBAC, WAF) with Terraform; 8+ multi-repo pipelines with environment gates and rollback.

Community Lead · Infracodebase · Jan 2026 – Apr 2026 Ran enterprise Terraform and CI/CD training; published 12 Terraform workspaces, including a zero-trust EKS landing zone.

Cloud & DevOps Intern · Trainso (Microsoft CSP) · Apr 2025 – Sep 2025 Secure Azure networking, Terraform, App Service deployments; wrote 70+ infra recipes and 30+ workflow guides.

🏆 Numbers

  • 18 CI/CD pipelines shipped across two startup clients
  • Deploys cut from ~45 min to under 1 min
  • Docker images 1.34 GB → 263 MB
  • $0 cloud spend for 5+ months, then under $50/month
  • 300K+ LinkedIn impressions, 135K+ members reached, 4,100+ followers

📌 Featured projects

Project What it is
deskbench AI reliability benchmark; LLM judge checked against 100% human grading (r = 0.694)
plf-audit Draft welfare audit standard for precision livestock farming (Sentient Futures)
rag-pipeline RAG pipeline with eval harness; recall 91.7% → 100%, MRR 0.944
Eks-Terraform-Helm-Ingress-LB EKS with Terraform, Helm and NGINX ingress
system-design-ai-era-7-days 7-day system design course for the AI era
devops-day0-roadmap Beginner DevOps roadmap with hands-on recipes

🎓 Education

B.Tech, Electronics & Communication Engineering · IEM Kolkata · 2016–2019 AI safety: Sentient Futures Project Incubator · BlueDot AGI Strategy course

📫 Connect

LinkedIn · Oz Lunara · DeskBench site

Pinned Loading

  1. deskbench deskbench Public

    A rigorously graded benchmark for messy real-world office work

    HTML 1

  2. rag-pipeline rag-pipeline Public

    RAG pipeline over your own PDFs with grounded, cited answers and an eval harness (Python, Docker)

    Python 1

  3. Eks-Terraform-Helm-Ingress-LB Eks-Terraform-Helm-Ingress-LB Public

    End-to-end Amazon EKS cluster provisioning with Terraform, Helm, and an NGINX ingress load balancer.

    HCL 1

  4. plf-audit plf-audit Public

    PLF welfare auditability standard, dairy v0.1 (Sentient Futures incubator)

    Python 1

  5. aws-eks-landing-zone aws-eks-landing-zone Public

    Production-ready AWS EKS landing zone (zero trust, multi-account) in Terraform and CloudFormation

    HCL 1

  6. incident-investigator-serverless incident-investigator-serverless Public

    Serverless AWS incident investigator: Step Functions, Lambda workers, Bedrock advisory, Terraform

    HCL