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Ayesha Najib

@ayeshanajib

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I build reusable multi-cloud platforms with Terraform, Kubernetes, GitOps, and automated delivery.

Canada

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What I'm looking for

I'm looking to build reusable, governed multi-cloud platforms where Terraform, Kubernetes, GitOps, CI/CD, observability, and AI-assisted automation improve how teams ship and operate services.

I've built and operated reusable AWS platform patterns across five independent environments, using modular Terraform, EKS, ECR, IAM, CloudWatch, Helm, ArgoCD, and GitHub Actions to take services from merge to running cluster without manual steps.

My platform work emphasizes composability: remote state and locking, reusable Helm chart libraries, declarative GitOps delivery, automated rollback, security-scanned artifacts, and observability through Prometheus, Grafana, CloudWatch, and OpenTelemetry.

Alongside platform engineering, I'm building FinSentinel AI and an enterprise crypto risk and AML compliance platform using Claude API, RAG, MLflow, Langfuse, Kafka, Spark Structured Streaming, FastAPI, PostgreSQL, Redis, and Kubernetes. I bring hands-on experience designing governance controls including RBAC, least-privilege IAM, audit logging, encryption, PII detection, and API security.

Previously, I owned clinical application delivery at 360 Cardiology Centre for five years in a PHIPA-regulated environment, and built enterprise APIs and reporting systems at Rogers. I also lead technology and operations for Snuggly Figs Ltd., applying the same automation and data-governance mindset to business systems.

Experience

Work history, roles, and key accomplishments

Current

Founder & Technology Lead

Current

Snuggly Figs Ltd.

Jun 2023 - Present (3 years 3 months)

Sole technology and operations owner of a cloud-enabled business, setting architecture direction and driving technical initiatives end to end. Automated core business and reporting processes, established data governance, and built analytics dashboards and forecasting tools.

Cloud Architecture Automation Data Governance Analytics Forecasting Security Best Practices

Healthcare Full Stack Software Developer

360 Cardiology Centre

Jun 2018 - May 2023 (4 years 11 months)

Technical owner for clinical applications in a PHIPA-regulated cardiology practice, managing the full delivery lifecycle including testing, deployment, and maintenance. Implemented authentication, RBAC, audit logging, and secure handling of PHI, and integrated with EMR/EHR systems.

Fullstack Development REST APIs SQL RBAC PHI Security EHR EMR Integration Performance Optimization

Full Stack Developer | Network Systems Analyst

Rogers Communications

Oct 2017 - May 2018 (7 months)

Designed and implemented RESTful APIs and backend services integrating enterprise telecom applications with operational databases and OSS/BSS platforms. Partnered with network engineering teams to troubleshoot application and network issues and developed SQL reporting solutions.

REST APIs SQL OSS BSS TCP IP DNS Routing Switching Network Troubleshooting

Legislative & Data Analyst

Office of MP Iqra Khalid

Aug 2016 - Oct 2017 (1 year 2 months)

Managed sensitive information systems and built reporting frameworks and stakeholder communication processes in a confidential federal parliamentary environment.

Data Analysis Reporting Stakeholder Communication Information Management

Product Engineer & Business Analyst

Fellfab Limited

May 2014 - Mar 2015 (10 months)

Delivered engineering solutions for Boeing and Bombardier aerospace programs and produced structured requirements and process documentation adopted as standard across manufacturing operations.

Engineering Solutions Requirements Engineering Process documentation Aerospace