Fatima Rahman Email & Phone Number

Cheltenham, Gb

Maple Shade, Nj

Islāmābād, Pakistan

• Designed, implemented, and maintained Azure DevOps pipelines for multiple projects, ensuring seamless integration and delivery of software.• Collaborated with development and operations teams to define CI/CD processes, automate builds, and deploy applications on Azure cloud.• Integrated Azure Monitor and Application Insights to proactively monitor and troubleshoot system issues, reducing downtime by 10%.• Implemented Infrastructure as Code (IaC) using Azure Resource Manager (ARM) templates and Terraform, improving deployment speed and consistency.• Conducted regular security assessments and implemented security best practices, ensuring compliance with industry standards and regulations.• Facilitated the deployment of Machine Learning pipelines and AI models in an automated way using core Azure MLOps concepts.• Worked on core Azure Services that:• Reduced cost by 10x by building Bentley's own autoscaling mechanism for build machines in Azure DevOps by implementing scripts that utilize VM scale setsRESTful API and Azure Web jobs.• Removed a potential security issue caused by exposed tokens in build pipelines by implementing an entire backend cloud service that utilizes Azure Key vaults to store and fetch tokens.• Increased scalability by processing 100,000+ documents on ADLS for OCR through implementing data pipelines in Azure Synapse. • Reduced OCR cost by 25x through a proper implementation of Azure Form Recognizer in Azure Synapse.• Helped data scientists monitor the performance of their ML models in production by devising an architecture and implementing an entire review workflow utilizingEvent Grid based Azure Functions and building a dashboard on Power BI.• Reduced time and cost by 10x for AI scientists by devising training and inference pipelines in Azure Machine Learning Workspace and facilitating the deployment of these pipelines and AI models in an automated way using Azure MLOps concepts

Islāmābād, Pakistan

• Implementation and R&D of Kubeflow based cloud solutions for Bentley MLOps projects.• Constructing a Kubeflow inference pipeline for utilization of AI models and to provide faster AI model prediction results• Deployment and implementation of CI/CD workflow for Kubeflow pipelines using Azure DevOps

Islamabad, Islāmābād, Pakistan

• Developed frontend features in React.js for a cloud-based customer communication solution.• Implemented test-driven development in React.js and conformed the product with architectural standards.• Refactored old code and provided best practices for good quality code in React.js.

Pakistan

- Continuous front-end/back-end maintenance of GIKI's official website

Pakistan

A work experience in the newest technology ,"digital iTwins" that Bentley is currently working on.The internship included:- Using iModel.js, Bentley's own javascript for infrastructures.- Developing a backend module in typescript and node for validation of bridge data.- Gaining work experience on Azure DevOps.

Bachelor'S Degree, Computer Engineering

Education record