AIOps · DevSecOps · Cybersecurity Engineer · Pharm-D
I build and secure real-time, AI-driven cloud platforms on AWS and Azure — Kubernetes hardening, Zero Trust, HashiCorp Vault and OPA policy, CI/CD with supply-chain security, plus MLOps and full observability. A Doctor of Pharmacy (Pharm-D) by training, I bring extra domain depth to healthcare and other safety-critical systems.
I'm an AIOps and DevOps engineer with an EduQual Level 6 Diploma in Artificial Intelligence Operations (UK, 86%) and a 12-month hands-on job-training programme covering cloud infrastructure, Kubernetes, CI/CD, DevSecOps and ML deployment.
My public GitHub portfolio shows end-to-end, production-style builds: real-time healthcare AIOps platforms on AWS EC2 that combine Apache Kafka streaming, machine learning (XGBoost, Random Forest, Isolation Forest), serverless alerting with OpenFaaS, Keycloak/OPA security, and full observability (Prometheus, Grafana, Loki, Jaeger). I ship ML through GitHub Actions, Jenkins and Kubernetes, run GitLab CI/CD pipelines with Trivy scanning and gated releases, and build full-stack FastAPI + React applications. I work with Azure (AKS) and AWS, Terraform, Docker/Kubernetes, HashiCorp Vault and Zero-Trust security.
Before tech I spent 4+ years as a Doctor of Pharmacy in hospital, clinical and supply-chain roles - including a UN/Global Fund MDR-TB programme - where accuracy, compliance and working under pressure were daily requirements. That makes the healthcare, medical-research and pharmaceutical technology space a natural fit.
Technologies used across the projects below. Grouped by area.
Compliance awareness: ISO 27001, GDPR, HIPAA.
Selected builds from my public GitHub. Metrics are test-set results on public research datasets (MIT-BIH, PhysioNet, MIMIC-III); platforms are production-style deployments built in cloud and lab environments.
Real-time cardiac monitoring platform · AWS EC2
Streams real MIT-BIH ECG beats as live vital signs for 9 ICU beds through Apache Kafka, every event AES-256-GCM encrypted. A hybrid engine (XGBoost classifier, adaptive Isolation Forest) flags events; OpenFaaS serverless functions fire Keycloak-JWT-secured, OPA-RBAC-gated alerts. 17 containers orchestrated with Docker Compose, one-command EC2 bootstrap. Reported 97.27% accuracy / AUC-ROC 0.9927 on the test beats.
View on GitHubServerless AIOps platform · AWS EC2
Event-driven, serverless platform that scores sepsis risk in real time. A Random Forest model trained on PhysioNet 2019 data drives 11 containerised services: a JWT-secured FastAPI gateway, OPA policy-based access, Prometheus metrics, Grafana dashboards and distributed tracing with Jaeger/OpenTelemetry. Reported 98% accuracy on 18,613 test records.
View on GitHubReal-time drug-interaction checker · Kubernetes (K3s)
Checks prescriptions for dangerous drug combinations in real time using the NIH RxNav API, with prescription events streamed through Kafka and history in PostgreSQL. Role-based dashboards (pharmacist / doctor / nurse) enforced by OPA RBAC, SMS + email alerts, deployed on K3s with GitHub Actions CI and images published to Docker Hub.
View on GitHub4-stage secure delivery pipeline · GitLab CI/CD
A build → test → security → deploy pipeline with multi-tagged images (commit SHA, semantic version, branch, build number), integration tests with Docker Compose, and Trivy scans gating on HIGH/CRITICAL CVEs. Separate staging and production environments with secret validation, manual approval gates, health checks and a 2-replica production setup.
View on GitHubDoctor search & booking platform · GitHub Pages
A serverless site for finding and booking doctors across Islamabad. A scheduled GitHub Actions job re-scrapes doctor data every 6 hours (Python scraper) and republishes the site automatically - no backend server to run or maintain.
View on GitHubFull-stack portal + PWA · Cloudflare Workers
A multi-role web platform (student / teacher / admin) on Supabase/PostgreSQL with dashboards for attendance, fees, progress and exam report cards. Delivered as an installable, offline-capable PWA and deployed to the edge on Cloudflare Workers via a GitHub Actions pipeline. This portfolio lives in the same repository.
View on GitHubMore builds - MLOps pipelines (MLflow, Helm, zero-downtime rollouts), a full-stack ERP, and multi-tier Terraform/Ansible cloud automation - are on my GitHub ↗.
AIOps, DevOps, Azure/AWS, Kubernetes security, DevSecOps, MLOps, deep learning and monitoring.
Open to AIOps, MLOps, DevOps, Cloud, and healthcare-technology roles - remote or on-site.