Manveer – AWS, GCP, Kubernetes

AI‑powered job search SaaS platform used by thousands of candidates to streamline their job hunt end‑to‑end: from vacancy capture via Chrome extension and application tracking to resume tailoring, interview preparation, company research, analytics, and offer comparison.

• Founded and launched the product and served as sole product owner and engineer across strategy, UX, application development, infrastructure, growth, billing, support, and operations.
• Shipped an end-to-end platform spanning Chrome extension capture, application tracking, resume building and tailoring, document management, interview coaching, company research, calendars, contacts, analytics, and offer comparison.
• Architected a type-safe Next.js / React / TypeScript system with 200+ API routes, PostgreSQL, Drizzle ORM, Better Auth, React Query, Zustand, realtime sync, and signed Cloudflare R2 storage.
• Provisioned production GCP infrastructure with Terraform, including Cloud Run, private-IP Cloud SQL, Direct VPC egress, CMEK encryption, IAM, Secret Manager, Artifact Registry, and an ephemeral IAP database bastion.
• Built structured BAML AI pipelines and 50+ Inngest workers for extraction, role intelligence, document generation, research, and interview coaching, with lifecycle tracking, retries, idempotency, deduplication, and quota enforcement.
• Established agentic software-delivery workflows with repo-enforced engineering contracts and human review.
• Backed releases with Cloud Build deployment and rollback, Sentry observability, SSRF/CSP/rate-limit protections, 9,200+ passing Vitest tests, Playwright E2E, deterministic AI stubs, and an enforced 80% changed-file coverage gate.

A one-stop-shop platform for estate planning and settlement, providing tools and expert support to manage the entire settlement process end‑to‑end.

• Reduced cloud spend by 90%+ by re-architecting and migrating a hybrid production platform from GCP to AWS and Sevalla PaaS.
• Sustained 99.99% uptime while owning production architecture, Terraform / Pulumi infrastructure, capacity planning, disaster recovery, and on-call incident response.
• Accelerated deployments by 70% by containerizing a legacy PHP application and optimizing CI runner and build workflows.
• Led two zero-downtime migrations across AWS, GCP, and Sevalla.
• Engineered GKE clusters, custom node pools, networking, and observability dashboards.
• Strengthened platform security and audit readiness through IAM, RBAC, Vault, and SOC 2 controls.
• Built Go / Python operational automation.

Employee recognition and engagement platform with a global rewards marketplace, driving 2x higher engagement compared to other solutions in the category.

• Standardized workflows for 20+ microservices by using Tilt to create development-to-production parity with GKE environments.
• Enabled a zero-downtime monolith-to-microservices migration through Kubernetes, ArgoCD, and GitOps deployment practices.
• Operated multi-cluster GKE infrastructure with Terraform and Helm.
• Built reusable platform tooling for engineering teams.

A trusted virtual data room platform for secure document sharing, supporting M&A, due diligence, compliance, litigation, and corporate transactions.

• Increased deployment frequency by 300% by automating build, release, and promotion workflows with Jenkins and Octopus Deploy.
• Maintained 99.9% SLA uptime as a tier-1 on-call incident responder for a high-traffic financial services platform.
• Delivered a hybrid-cloud migration from on-premise infrastructure to AWS, including EC2, S3, RDS, and Lambda workloads.
• Modernized observability from Graphite/Graylog to Datadog.
• Codified repeatable AWS provisioning with CloudFormation.