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Mudasir Mirza

DevOps & SRE Leader | Cloud Architect | Platform Engineering | Tech Leader | Mentor

  • Dubai, U.A.E
  • +971 55 104 5754
  • mudasirmirza@gmail.com
  • github.com/mudasirmirza
  • linkedin.com/in/mudasirmirza

Skills

Strategic Leadership

Proven record of building team(s) from scratch and incorporating a healthy learning environment with career growth planning

AI/MLOps Engineering

Designed and operated end-to-end ML platforms covering training pipelines, GPU-aware orchestration, observability, and security across multi-region cloud environments.

Technical Expertise

Showcased deep technical proficiency in cloud and infrastructure design, automation, and scripting languages.

Mentorship

Proven ability to guide and foster professional growth within teams, ensuring their skill development aligns with the company's strategic goals.

Designing and Planning OKRs & KPIs

I have been directly involved with setting up OKRs for yearly goal setting and monitoring them quarterly and also setting up KPIs for measuring business performance metrics

Operational Excellence

Implemented efficient processes, from performance reviews to scrum ceremonies, optimizing team workflows and overall operational efficiency.

Security & Access Management

Led advanced security initiatives, streamlined access management, and ensured company-wide compliance with IT policies.

System Development Life Cycle

In depth understanding of SDLC and on hands experience of using the SDLC framework with different projects and teams

Budgeting & Cost Management

Experienced DevOps engineer and an advocate of automation and DevOps culture.

Migration & Disaster Recovery Planning

Led critical infrastructure migration projects and designed robust disaster recovery systems, ensuring business continuity.

Certifications

  • RHCE (RedHat Certified Engineer)
  • CKA (Certified Kubernetes Administrator)
  • CCNA (Certified Cisco Network Administrator)
  • AWS SA (Amazon Web Services Solutions Architect)

Personal Interests

  • Reading books
  • Swimming
  • Road trips

Mudasir Mirza

DevOps & SRE Leader | Cloud Architect | Platform Engineering | Tech Leader | Mentor

  • Dubai, U.A.E
  • +971 55 104 5754
  • mudasirmirza@gmail.com
  • github.com/mudasirmirza
  • linkedin.com/in/mudasirmirza

Professional Summary

Seasoned DevOps / SRE leader with 15+ years building reliability practices, scaling cloud platforms, and developing high-performing engineering teams. Currently leading Video Platform Operations at Geotab, the world's largest telematics company, driving cloud and SDLC transformation across IoT-scale video infrastructure. Recently expanded into AI/MLOps platform engineering, including GPU-aware Kubernetes orchestration, multi-region ML training pipelines, and ML-specific observability and security, bringing modern AI infrastructure capabilities into established SRE and platform engineering practice.

Achievements

  • Leadership & Team Collaboration: Drove the formation and growth of various tech teams across multiple regions, fostering a culture of collaboration and innovation in the cloud domain.
  • AI/MLOps Platform Engineering: Built and operationalized end-to-end MLOps platforms spanning multi-region ClearML training pipelines, GPU-aware Kubernetes orchestration with custom autoscaling metrics, and ML-specific observability, establishing production-grade machine learning infrastructure capabilities across two organizations.
  • Strategic Planning: Masterminded the roadmap and OKRs for tech teams, aligning efforts with organizational goals and ensuring progress towards strategic objectives.
  • AI/ML Security & Governance: Established AI/MLOps security practices covering model artifact integrity, secure model registry workflows, dataset access governance, and ML supply-chain hardening, embedding ML-specific controls into the broader SDLC security framework.
  • Cybersecurity & Policy Development: Led the SOC2 compliance initiative by developing and implementing comprehensive cybersecurity policies and controls, significantly enhancing the organization's security posture.
  • Performance Metrics: Implemented comprehensive KPIs for tracking team performance and cloud cost optimization, resulting in significant financial efficiency and resource management.
  • Cloud Infrastructure Management: Led the transition from legacy systems to state-of-the-art cloud technologies using Kubernetes, Terraform, and other cloud-native tools.
  • Disaster Recovery Planning: Designed and executed cloud-based disaster recovery strategies, enhancing business resilience and data protection.
  • Support Systems Engineering: Architected and implemented comprehensive support ecosystems at multiple organizations, including custom portals, end-to-end cycle management, and data-driven automation targeting high-volume issues, resulting in improved response times and operational efficiency with regular leadership reporting.
  • Problem Management: Implemented disciplined root cause analysis processes and remediation programs, resulting in measurable reduction of incidents and improved mean time to resolution, significantly enhancing overall platform reliability.
  • Service Management Implementation: Established and maintained service management solutions to efficiently track and resolve incidents, problems, and requests while minimizing manual intervention through strategic automation.

Work experience

2025-09Present

Head of Video Platform Operations

Geotab FZ LLC
  • Real-Time Streaming & Edge Processing: Managing high-throughput real-time video streaming pipelines and edge-to-cloud video processing at scale
  • AI/ML Observability Platform: Implemented in-depth observability for AI/ML infrastructure leveraging SigNoz, delivering unified visibility into model performance, GPU utilization, inference latency, training pipeline health, and data drift signals, bridging traditional infrastructure telemetry with ML-specific operational metrics across the video platform stack.
  • MLOps Security Framework: Established AI/MLOps security best practices encompassing model artifact integrity, secure model registry workflows, dataset access governance, training-environment isolation, and ML supply-chain hardening, extending the platform's SDLC security gates into the model training and deployment lifecycle.
  • Video Platform Infrastructure: Leading end-to-end video platform operations infrastructure within a globally distributed IoT and telematics environment
  • Cloud Infrastructure Realignment: Revamped GCP infrastructure to align with Geotab's global standards, implementing regional jurisdiction-based architecture to meet data residency and compliance requirements across multiple regions
  • SDLC Transformation: Migrating the software development lifecycle to follow Geotab's global engineering standards, integrating security best practices and tooling across all development and deployment stages
  • Infrastructure Automation: Ongoing management and provisioning of cloud infrastructure using Terraform, maintaining consistency and efficiency across environments
  • Customer-Focused Service Design: Mapped systems to services and implemented monitoring aligned with customer-facing SLAs, creating clear visibility between technical performance and customer experience.
  • Incident Management Process: Standardised incident management processes with SLA-driven prioritisation, ensuring swift resolution and minimal service disruption
  • Secure Development Practices: Enforced security gates and continuous code/quality scanning throughout the SDLC, enabling early vulnerability detection and reducing risk in the development workflow.
2024-032025-09

Director of Infrastructure and Platform Operations

Smarter AI DMCC
  • MLOps Pipeline Engineering: Architected and operationalized end-to-end MLOps pipelines using ClearML, enabling multi-region distributed model training, experiment tracking, and centralized dataset/version management. Established reproducible training workflows with lineage tracking and artifact governance, supporting concurrent ML initiatives across geographically distributed compute clusters.
  • Production AI Workload Orchestration: Designed and deployed GPU-accelerated Kubernetes infrastructure for production AI inference and training workloads, engineering custom GPU-based autoscaling metrics (utilization, memory pressure, inference queue depth) beyond standard CPU/RAM signals to optimize throughput, latency, and infrastructure cost efficiency at scale.
  • Cloud Transformation & Architecture: Spearheaded the migration from Azure to Google Cloud Platform (GCP) while redesigning the entire infrastructure architecture, ensuring seamless transition with minimal downtime and significantly enhancing efficiency, scalability, and resource utilization across all environments.
  • Regional Migration for Compliance: Successfully migrated infrastructure from one GCP region to another to meet data residency and regulatory policy requirements, ensuring zero data loss and minimal service disruption.
  • Cyber Security & Compliance: Led SOC2 compliance initiatives to successful achievement and implemented advanced security measures including network segmentation, VPNs, and firewalls, significantly enhancing the organization's security posture.
  • Continuous Integration/Continuous Deployment (CI/CD): Improved the CI/CD pipeline by integrating tools such as Jenkins and ArgoCD, accelerating the software delivery process.
  • Monitoring and Observability: Enhanced system monitoring and observability by integrating tools such as Prometheus and Grafana, leading to improved incident response and resolution times.
  • Data Resilience & Recovery: Implemented encrypted, automated backup systems and GCP-based disaster recovery strategies, ensuring data integrity and rapid business continuity capabilities.
  • Cloud Optimization & Efficiency: Developed and implemented comprehensive strategies for cloud cost management while conducting performance tuning of environments, resulting in significant organizational savings alongside enhanced availability and scalability of services.
2022-072024-02

Senior DevOps Manager

Cafu App DMCC
  • Leadership and Strategy: Successfully led and managed the DevOps, IT Ops, and TechOps teams. Designed the strategic roadmap and OKRs for each quarter, and conducted periodic performance reviews. Ensured team members' professional growth through continuous guidance and mentorship.
  • Support Systems & Process Optimization: Developed custom support portals and implemented end-to-end Halo System while introducing ITSM, SLA guidelines, and on-call emergency reporting, streamlining ticket management and enabling targeted automation.
  • Service Management Framework: Implemented ITIL-based service management practices, including incident, problem, and change management processes that reduced recurring issues significantly.
  • SLA Implementation: Established and tracked SLAs for critical business services, improving transparency and accountability while enhancing customer experience.
  • Infrastructure Monitoring and Incident Management: Upgraded system monitoring and reporting, implemented a comprehensive support ticketing system, and led the creation of systematic Root Cause Analysis and bug reports. These actions improved system visibility, incident management, and reduced downtime.
  • Automation and Efficiency: Developed multiple automation scripts integrated with Slack, reducing manual efforts and improving productivity. Initiated testing and deployment of new CI/CD systems to accelerate software delivery cycles.
  • Financial Management: Collaborated with the CTO to prepare the fiscal budget for the technical departments, ensuring financial efficiency and the sustainable allocation of resources.
  • Team Building and Policy Development: Built in-house TechOps and DevOps teams from scratch. Drafted and rolled out the organization's first comprehensive IT policy to establish a clear framework for operations and data security.
  • Security and Access Management: Streamlined access management through the organization's Single Sign-On (SSO) system and led the process to select, onboard, and integrate email and endpoint security systems, bolstering the company's cybersecurity infrastructure.
  • Infrastructure Design and Implementation: Designed and architected a new, geographically distributed, and highly redundant cloud infrastructure using Terraform and Atlantis. This enhanced the scalability, resilience, and performance of the company's digital assets.
2020-082022-06

Senior SRE Manager

Talabat, Dubai, U.A.E
  • Automation and Observability: Introduced an automation culture to the team and the organization and led the observability drive across the company. This increased system visibility and optimized workflow efficiency.
  • Team Development and Mentorship: Encouraged teams to learn and grow their skillsets, providing technical guidance and mentorship. Instituted a 'learning hour' activity for the SRE team to consistently grow their technical skills. Conducted yearly and mid-yearly reviews and developed individual growth plans.
  • Support System Creation: Developed a comprehensive support system from scratch to identify key areas consuming staff time and implement strategic automation solutions.
  • Leadership Reporting: Generated and shared weekly reports with leadership to provide visibility into support operations and improvement opportunities.
  • Strategic Planning and Operation: Designed and implemented OKRs for each quarter along with their measurement metrics. Conducted scrum ceremonies to ensure effective team collaboration and timely support.
  • Infrastructure Migration: Proposed and led a migration project from on-premises to cloud infrastructure, increasing scalability and operational flexibility.
  • Cost Management: Developed cost management dashboards for most third-party vendors, allowing an understanding of expenditure patterns and areas where costs can be reduced.
  • Service Management: Implemented an automated service request system, streamlining IT service management and improving response times.
  • Collaborative Compliance Achievement: Partnered with the cybersecurity team to achieve PCI DSS certification for our cloud infrastructure, demonstrating a commitment to secure and reliable handling of sensitive customer data, enhancing customer trust and business reputation.
2016-022020-06

DevOps Manager

Dubizzle FZ LLC, Dubai, U.A.E
  • Team Building and Management: Built DevOps teams for various regions from scratch. Implemented weekly one-on-one catch-ups with team members and conducted mid-year & yearly reviews, providing feedback and guiding individual growth and improvement plans.
  • Strategic Planning and Operations: Developed strategies and OKRs for the SRE team to measure progress, managed day-to-day operations, and led weekly planning meetings to ensure efficiency and alignment with the company's goals.
  • Infrastructure Migration and Automation: Led the migration of legacy infrastructure to Kubernetes using Infrastructure as Code (IaC) with tools like Terraform, Helm, and Ansible. Built an in-house framework for CI/CD pipelines, significantly reducing deployment times.
  • Disaster Recovery: Set up disaster recovery (DR) policies and infrastructure utilizing AWS Backups with multi-region and multi-retention levels to ensure data integrity and availability.
  • Security and Logging Infrastructure: Designed and implemented a secret management system using a modified version of Hashicorp Vault. Additionally, designed a robust logging infrastructure capable of handling approximately half a billion log lines every 15 minutes, enhancing system monitoring and debugging capabilities.
2015-022015-12

Site Reliability Engineer

Palantir, Abu Dhabi, U.A.E
  • Server Management and Security: Developed utilities to maintain server uptime and security, ensuring optimal performance and safe operations.
  • Infrastructure Automation: Automated server provisioning through the creation of Puppet modules, increasing the efficiency and consistency of infrastructure deployment.
  • System Monitoring: Monitored servers and services for alerts, prioritizing critical systems to ensure maximum uptime and swift issue resolution.
  • Cloud Infrastructure Management: Authored specialized scripts for maintaining AWS infrastructure, enhancing the reliability and manageability of cloud resources.

  • Cross-Team Collaboration: Assisted various teams in troubleshooting server or service-related issues, fostering inter-departmental collaboration and prompt issue resolution.

2012-122015-01

Linux System Administration

Dubizzle FZ LLC, Dubai, U.A.E
  • Deployment Automation: Authored and maintained Chef recipes for automating all deployments, enhancing consistency and reducing manual intervention in deployment processes.
  • Local Testing Environment: Maintained an OpenStack-based local testing environment, ensuring reliable and effective software testing processes.
  • Database Implementation: Implemented PostgreSQL with Streaming Replication and High Availability, complete with Chef recipes, strengthening data integrity and availability.
  • Disaster Recovery Setup: Completed the setup for a disaster recovery site on AWS, enhancing business continuity capabilities.
  • Monitoring Services: Managed monitoring services such as Nagios and Munin, keeping them up to date to ensure real-time insights into system performance and health.

  • System Administration Automation: Authored scripts in Python and Bash to automate numerous system administration tasks, increasing operational efficiency and reducing error-prone manual tasks.

2011-022012-12

Team Lead System Administrator

Advanced Research Projects and Technologies, Karachi, Pakistan
  • Network Design and Implementation: Designed and implemented a high-availability network based on Cisco Catalyst 3560, improving network resilience and uptime.
  • System Administration Automation: Authored scripts in BASH, PERL, and PHP to automate system administration tasks, enhancing operational efficiency and reducing manual effort.
  • Central Authentication Management: Managed a central OpenLDAP server with distinct OUs for VPN, PAM, and SUDO for different DMZs, improving security and user management.
  • Virtual Machine Management: Oversaw and monitored over 300 VMs, with separate authentication using OpenLDAP server for UAT and production environments, ensuring effective and secure access control.
  • Disaster Recovery Plan: Designed and implemented a Disaster Recovery (DR) plan with remote ESX and backup, enhancing data protection and business continuity capabilities.

Education

2007-022011-01

BBA: Management Information Systems

Bahria University, Karachi, Pakistan

May 06, 2026