I build the cloud infrastructure, data pipelines and test harnesses that let AI agents ship safely. Forward Deployed Platform Engineer at 5.Y, and a Data Science Master's student at Université de Rennes.
A simplified, illustrative replay of the release gate I build: every conversation scored before an agent ships.
Now · 5.Y
I architected the cloud for a fully autonomous AI customer-engagement agent and own enterprise integrations for multiple business partners. Here's what that covers.
The path here
Architected the cloud for a fully autonomous AI customer-engagement agent and owned enterprise integrations for multiple business partners.
Environment-based CI/CD for 3 consumer products while meeting all SLAs. Managed AWS EC2, DigitalOcean Droplets and Contabo bare-metal servers, and administered the Ubuntu Server fleet.
Deployed an AI crop-disease prevention system on Azure with autoscaling. Research on protecting smart grids against adversarial attacks for IEEE Access.
Automated repetitive operational work with custom scripts and tools. CircleCI pipelines with Jira, a Grafana/Loki golden-signals stack, Terraform test environments.
Annotation guidelines for UrduLama, a Meta-sponsored open-source model.
Multi-tier architectures with Azure ARM templates and Azure Functions workflows.
A document translator on Azure Translator that preserves tables and headers.
Hostel and mess management in Odoo on Azure VMs. BERT, YOLOv5 and SVM research models.
Side projects
Research
Two years as an undergraduate AI researcher at the Secured IoT Devices Lab, NCCS UET Peshawar, plus research on protecting smart grids against adversarial attacks for IEEE Access.
10,700 entries labelled for indirect and double-meaning language, with a BERT detector.
19th International Conference on Emerging Technologies
YOLOv5, over 85% accuracy.
2nd International Conference on Computing Technologies, Tools and Applications
Deep learning methods compared for harassment stance.
International Conference on Innovations in Computing Technologies and Information Sciences
HOG features and an SVM, 92% accuracy.
1st International Conference on Computing Technologies, Tools and Applications
Leadership & community
Toolkit
Contact
Platform, cloud and AI-infrastructure roles. Open to part-time work now, and full-time roles from April 2027. Based in Rennes, France.