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Muhammad F.
DevOps Engineer
Muhammad is a DevOps engineer with six years of commercial experience, specializing in Google Cloud. He has a strong background in designing, maintaining, and automating data processing services using tools like BigQuery, Dataproc, and Dataflow.
At ING Hubs Poland, he ensures data protection with IAM controls and VPC SC, applies SRE practices, and manages CI/CD pipelines using Infrastructure as Code. Muhammad has led technical teams at Devoteam G Cloud and HSBC, focusing on cloud security, reliability, and performance optimization.
His expertise includes Terraform, Kubernetes, MLOps, and machine learning, making him a versatile and skilled DevOps professional.
Main expertise
- Google Cloud 6 years
- Terraform 3 years

- Machine Learning 3 years

Other skills
Selected experience
Employment
Senior DevOps Consultant
ING Hubs Poland - 2 years 9 months
- Design, maintain, and automate data ingest/processing services (BigQuery, Dataproc, Dataflow, Pub/Sub, VertexAI) in Google Cloud.
- Ensure data protection and security controls for processing services using IAM controls and VPC SC.
- Apply site reliability engineering practices to services, implement services monitoring, and optimize performance strategies.
- Design, plan, and prototype a low-code ML solution, scale prototypes into ML models, and automate and orchestrate ML pipelines using MLOps best practices.
- Engage in automation capabilities to build and implement CI/CD pipelines for a service that uses IaC (Infrastructure as Code) and configuration guardrails.
- Manage implementations of cloud architecture, ensure solution and operations reliability, and design for security and compliance.
Technologies:
- Technologies:
BigQuery
Machine Learning
Dataflow
Google Cloud Senior Tech Lead
Devoteam G Cloud - 1 year
- Served as Tech Lead, guiding technical teams in managing cloud services and implementing strategic IT requirements.
Google Cloud System Design
- Designed systems architecture.
- Designed network infrastructure.
- Architected IT solution components and modules.
- Focused on data engineering and AI/ML integration.
Google Cloud Operational Excellence
- Automated deployments.
- Set up monitoring, alerting, and logging systems.
- Established cloud support and escalation processes.
- Managed capacity planning and peak usage readiness.
Google Cloud Security
- Managed risks through control implementation.
- Applied network, data, and application security measures.
- Managed identity and access policies.
Google Cloud Reliability and Performance Optimization
- Applied Site Reliability Engineering (SRE) methodologies.
- Evaluated and met performance requirements.
- Implemented scalable design patterns.
Technologies:
- Technologies:
Machine Learning
Senior DevOps Engineer
HSBC - 3 years 2 months
- Gained experience in GCP systems architecture and DevOps, including network operations, cloud security, and the deployment of Google Managed Instance Groups (MIG), Google Kubernetes Engine, and Google Cloud serverless computing solutions.
- Analyzed application portfolios, identified dependencies and standard infrastructure service components, and assessed upgrade feasibility.
- Performed root cause analysis (RCA) and collaborated with developers and stakeholders to resolve system bugs/defects and release new features aligned with business needs.
- Acted as the primary Site Reliability Engineer (SRE) to support rollout-related issues and errors for new releases. Identified recurring issues and developed automation methodologies to reduce incident volume.
- Conducted cost/benefit modeling and created compelling business cases to build, maintain, and scale infrastructure for production, QA, and development environments across cloud and on-premises platforms.
Senior Application Administrator
Atos - 1 year
- Managed Oracle Fusion Middleware and Google Cloud Platform (GCP) solutions to support technologies and services ensuring digital security for businesses by authenticating identities and protecting customer data at Gemalto – a world leader in digital security.
- Architected solutions on Google Cloud Platform.
- Explored and implemented methodologies for migrating on-premise solutions to GCP.
- Administered and configured GCP environments.
- Managed CI/CD processes using DevOps and Site Reliability Engineering (SRE) practices.
- Installed, configured, administered, and troubleshot Oracle WebLogic Servers (11g, 12c, 13c), including version upgrades and patching.
- Performed advanced configurations such as scaling, clustering, and high-availability (HA) deployments for FMW/SOA Suite components, including SSL certificate management.
- Installed, configured, administered, and tuned Oracle SOA Suite (11g, 12c, 13c), along with governance activities.
- Installed and administered Oracle Identity Management (11g, 12c, 13c), configured single sign-on (SSO), and integrated with Oracle Access Manager (OAM) and Microsoft Active Directory.
- Administered LINUX/UNIX systems and utilized shell scripting, Python, and WLST for automation and administration tasks.
Technologies:
- Technologies:
Oracle
Senior Middleware Specialist
Huawei Cloud APAC · - 1 year 8 months
-
Managing IBM Applications & Integrations Middleware and IBM Cognos Analytics to support diverse business solutions that are end-to-end integrated with Huawei CRM and other Telecom vendors that are part of the customer—www—mantel.com telecom operations in the following roles.
-
Requirement gathering, proposing, designing, and building middleware technologies to support customer IT solutions road map.
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Capacity management – sizing and capacity planning, analyzing existing IT infrastructure, and Advising on service solutions.
-
Enhanced business and technical users' understanding of IT Solutions, conducting service demos and creating technical service documentation for new services.
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Installations, configuration, troubleshooting, upgrade versions, and deployment of fix picks of middleware technologies to best suit client IT capabilities and business transformation.
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Integrate middleware products end to end with other vendors' solutions, gauge capacity and workload management, and configure redundancy to avoid failure and alerts to keep the optimum performance of Java enterprise-integrated solutions.
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Scripting to automate administrative tasks, like stop/start processes, backups, detecting errors in logs, services failure, process hung, and overall environment status to keep functional 24/7.
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Troubleshoot issues in time of SLA, trace out defects & events to avoid re-occurring.
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Deploying deliverables/changes on environments without interrupting current solutions.
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Consultant Programme IT Trainings
United Nations Development Programme (UNDP) - 3 years 1 month
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Cross-skilled delivery of core learning content; including Company Induction, L&D soft skills and Management Development.
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Learning material design to agree and signing off TAD/Design Strategy.
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Effective Stakeholder Engagement and Learning Consultancy to develop a Training Request Form (TRF) and Training Needs Analysis and gain sign-off.
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Create a Training Approach Document (TAD) and/or Design Strategy to gain sign off.
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Demonstrate an appreciation of cost and financial minded management of our People Development Budget for learning design and delivery.
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Education
BSc.Bachelor of Information and Technology
Education Gomal University logo Gomal University · 2006 - 2010
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