Hossam Abdelazim, Developer in Cairo, Cairo Governorate, Egypt
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Hossam Abdelazim

Bio

Hossam is a Cloud and DevOps Architect specializing in AWS and Azure, with hands-on experience building scalable, secure, and automated cloud solutions. He designs multi-account architectures, implements IaC with Terraform, and builds CI/CD pipelines. Hossam works with Kubernetes, serverless, and integrates AI using Azure AI, with experience in observability and OpenSearch-based systems

Portfolio

Microsoft
Agentic AI, Agentic RAG Systems, AI Tools, AI Modeling, Microsoft Foundry...
The University of Colorado - Digital Collections AWS
Amazon Web Services (AWS), AWS Cloud Architecture, Terraform...
Vodafone Group
Microsoft Azure, Microsoft AI, Microsoft Foundry, Agentic AI...

Experience

  • Terraform - 5 years
  • Kubernetes - 5 years
  • Amazon Web Services (AWS) - 5 years
  • PowerCLI - 5 years
  • Large Language Models (LLMs) - 4 years
  • Microsoft Azure - 4 years
  • Agentic AI - 3 years
  • GitHub Copilot - 2 years

Preferred Environment

GitHub, Amazon Web Services (AWS), Microsoft Azure, Agentic AI, Microsoft Foundry, AWS Landing Zone, Azure Landing Zones, GitHub Copilot, Terraform, CI/CD Pipelines

The most amazing...

...thing I designed and deployed is an AI-powered cloud architecture combining low-latency 5G (AWS Wavelength) with applications for real-time processing.

Work Experience

Senior AI and Apps Solutions Engineer

2026 - PRESENT
Microsoft
  • Designed and delivered end-to-end AI and app solutions leveraging Azure AI services (Azure OpenAI, Cognitive Services), improving customer solution adoption and time-to-value.
  • Led technical pre-sales engagements, translating business requirements into scalable cloud architectures across AI, data, and application platforms.
  • Built and demonstrated AI-powered use cases (e.g., copilots, automation workflows, intelligent search), enabling customers to accelerate digital transformation initiatives.
  • Collaborated with enterprise customers to architect secure, scalable solutions aligned with Azure Well-Architected Framework and Zero Trust principles.
  • Developed proof of concepts (PoCs) using Azure AI Foundry and modern app services, driving customer confidence and influencing technical decision-making.
  • Advised customers on integrating AI into existing applications, enhancing developer productivity through tools like GitHub Copilot and automation frameworks.
  • Optimized cloud architectures for cost, performance, and scalability, ensuring alignment with business KPIs and operational excellence.
Technologies: Agentic AI, Agentic RAG Systems, AI Tools, AI Modeling, Microsoft Foundry, Azure Cognitive Search, Azure, Open-source LLMs, Large Language Models (LLMs), Azure Blob Storage, Azure Kubernetes Service (AKS), Azure App Service, Azure SQL, Azure Database for PostgreSQL, AI Copilots, GitHub Copilot, GitHub, GitHub Copilot Chat, Graphics Processing Unit (GPU), Azure AI Studio, Responsible AI, Azure AI Translator, Azure AI Search, REST APIs, SDKs, GitLab, Microsoft 365, Migration, Compliance, Java, Microsoft Copilot Studio, Microsoft Purview, System Architecture, Data Governance, Data Loss Prevention (DLP), SharePoint 365, Azure Administrator, Retrieval-augmented Generation (RAG), Machine Learning, Cloud Infrastructure, Full-stack, Agentic Coding

Cloud Architect

2026 - 2026
The University of Colorado - Digital Collections AWS
  • Designed and proposed a modern AWS-based architecture for CU Boulder’s Digital Library, replacing legacy LUNA systems with scalable, cloud-native services (EKS, S3, OpenSearch, and Aurora).
  • Defined and implemented a bulk ingest workflow using S3, pre-signed URLs, SQS, and worker services, improving ingestion scalability and reliability for large digital assets.
  • Architected a secure edge layer using CloudFront, WAF, and ALB to provide controlled, high-performance access to applications and APIs.
  • Developed Terraform-based infrastructure aligned with strict governance (permission boundaries and PR approvals), enabling consistent and auditable deployments.
  • Optimized a storage strategy using S3 lifecycle policies and object classification (master, derivative, and thumbnail), reducing long-term storage costs while maintaining accessibility.
  • Integrated OpenSearch as a replacement for Solr, enabling faster and more scalable search capabilities across large metadata datasets.
  • Designed identity integration using SAML federation and AWS services (Cognito and IAM Identity Center), ensuring secure access for both application users and administrators.
  • Conducted MAP assessment and defined migration strategy, aligning business requirements with a scalable, cost-efficient AWS architecture.
  • Identified and remediated security gaps (IAM over-permissions, logging, encryption, and backup strategies), improving overall platform security posture.
  • Collaborated with cross-functional teams and stakeholders to validate architecture decisions and drive project progress through structured reviews and approvals.
Technologies: Amazon Web Services (AWS), AWS Cloud Architecture, Terraform, AWS Well-Architected Framework, Amazon OpenSearch, Cloud Architecture, Amazon EKS, Amazon RDS, Amazon S3 (AWS S3), Amazon MemoryDB for Redis, AWS Cloud Map, Amazon GuardDuty, REST APIs, SDKs, GitLab, Microsoft 365, Migration, Compliance, Java, Microsoft Purview, System Architecture, Data Governance, SharePoint 365, Cloud Infrastructure, Full-stack, Continuous Integration (CI), Continuous Delivery (CD), Data Labeling

AI and Cloud Infrastructure Architect

2025 - 2026
Vodafone Group
  • Led Azure AI Translator integration with Copilot Studio, enabling multilingual chatbot support and reducing manual translation workload by over 60%.
  • Designed and implemented a Redis hot-tier caching architecture that reduced Azure OpenAI and Translator API costs by 70-80% through response reuse and intelligent cache expiration.
  • Architected enterprise-grade AI solutions using Azure AI Foundry, integrating private endpoints, secure networking, and role-based access controls aligned with Zero Trust principles.
  • Built a RAG-based AI chatbot using Azure AI Search and Cosmos DB for vector storage, improving response relevance by 40% compared to baseline prompt-only models.
  • Defined AI governance and responsible AI controls, including monitoring, prompt filtering, and access restrictions to ensure compliance with enterprise security standards.
  • Collaborated with cross-functional teams to deliver AI PoCs from strategy to production, accelerating the AI adoption roadmap across internal stakeholders.
Technologies: Microsoft Azure, Microsoft AI, Microsoft Foundry, Agentic AI, Agentic RAG Systems, Azure Cognitive Search, Azure AI Search, Responsible AI, Python, AI Modeling, AI Model Integration, Design, Presales, Azure CLI, Azure Landing Zones, AI Landing zone, Azure Functions, Azure Kubernetes Service (AKS), Containerization, Kubectl, Azure AI Custom Vision, Computer Vision, Natural Language Processing (NLP), Generative Artificial Intelligence (GenAI), AWS Well-Architected Framework, Amazon OpenSearch, AWS Cloud Map, AI Tools, Software Development Lifecycle (SDLC), AI-assisted Development, AI Enablement, Claude Code, HIPAA, REST APIs, SDKs, GitLab, Microsoft 365, Migration, Compliance, Java, Microsoft Copilot Studio, Microsoft Purview, System Architecture, Data Governance, Data Loss Prevention (DLP), SharePoint 365, Azure Administrator, Retrieval-augmented Generation (RAG), Machine Learning, Cloud Infrastructure, Full-stack, Agentic Coding, Continuous Integration (CI), Continuous Delivery (CD)

Senior Cloud Engineer

2022 - 2025
Orange Business Services
  • Led the implementation and optimization of public cloud infrastructure on AWS, with a strong focus on infrastructure-as-code, automation, and secure service provisioning across multiple environments.
  • Designed and managed Terraform-based deployments: modular architecture for reusable code, remote state management using an S3 back end with versioning and locking, and replacing GitLab storage to ensure better state integrity and collaboration.
  • Implemented mutualized GitLab Runners using Kubernetes (self-hosted or managed).
  • Configured and maintained GitLab CI/CD pipelines for infrastructure and application delivery.
Technologies: Amazon CloudWatch, Amazon EC2, Amazon EKS, Amazon Web Services (AWS), Amazon Bedrock, Amazon EFS, AWS Control Tower, AWS Organizations, AWS Landing Zone, AWS Transit Gateway, Virtual Private Cloud (VPC), AWS Security Hub, AWS CloudTrail, AWS Cloud Security, AWS Cloud Architecture, Terraform, Amazon GuardDuty, Azure, Azure Kubernetes Service (AKS), Azure Virtual WAN, Azure Virtual Network (VNet), Azure Blob Storage, Azure Application Gateway, Azure App Service, AWS Lambda, Amazon Simple Queue Service (SQS), Amazon Simple Notification Service (SNS), Azure Stack HCI, Azure Monitor, GitLab CI/CD, GitHub Runners, Azure DevOps, Git, GitHub, DevOps, Python, Active Directory (AD), DHCP, Site-to-site VPN, API Gateways, Microsoft Entra, Microsoft Entra ID, Cloud Architecture, Bicep, AWS DevOps, Jenkins, Amazon DynamoDB, Amazon RDS, DevSecOps, Network Engineering, Solution Architecture, Azure Virtual Networks, Azure sentinel, Microsoft defender for cloud, AWS Cloud Development Kit (CDK), Amazon EventBridge, Terraform Cloud, Python 3, GitHub Actions, Amazon Virtual Private Cloud (VPC), Microsoft SQL Server, Windows Server, System Administration, Linux System Administration, Networks, Windows System Administration, Bitbucket, Azure API Management, Azure Functions, Active Directory Federation Services (AD FS), SAML, PKI, ECS, Observability Tools, AWS Batch, Helm, GitOps, Infrastructure Architecture, Infrastructure, HIPAA Compliance, Logging, Version Control Systems, Monitoring, Database Management, AWS Monitoring, Amazon OpenSearch, Elasticsearch, REST APIs, SDKs, Microsoft 365, Compliance, Data Governance, Full-stack, Continuous Integration (CI), Continuous Delivery (CD)

Cloud Solution Architect

2022 - 2025
Orange Business Services
  • Headed a mega project, Sonatel, for a big telecom provider in Senegal. Implemented their AWS Wavelength zone in the infrastructure to offer 5G mobile applications ultra-low latency, along with crafting a well-architected multi-account design.
  • Enhanced our DevOps practices using GitLab runners on ephemeral Kubernetes pods instead of virtual machines for better customer isolation, performance, resource savings, and horizontal pod autoscaling.
  • Managed and led a new project for a big medical entity, Alfa Scan, to host their website applications and API portals on Azure Kubernetes Service (AKS).
  • Created runbooks for customer migrations to private or public cloud.
  • Managed the private cloud utilizing VMware stack components such as VMware Cloud Director (VCD), NSX, vSphere, vSAN, VMware Cloud Foundation (VCF), and VMware Aria.
Technologies: Cloud, VMware, Azure, AWS IoT, Microsoft Azure, IT Networking, Architecture, Design, High-level Design (HLD), VMware vSphere, VMware vSAN, VMware vCenter, VMware NSX, vCloud Director, VMware Aria Operations for Logs, PowerCLI, Terraform, Ansible, AWS Command Line Interface (CLI), AWS IAM, AWS ALB, Border Gateway Protocol (BGP), VXLAN, Routing, VPN, IPsec, SSL, GitLab CI/CD, GitHub Runners, GitHub, AWS CodePipeline, AWS CodeBuild, AWS CodeDeploy, Amazon S3 (AWS S3), Amazon EKS, DevOps, Amazon Web Services (AWS), CI/CD Pipelines, Google Cloud Platform (GCP), Python, Grafana, Prometheus, Amazon Simple Queue Service (SQS), RHEL, Amazon Simple Notification Service (SNS), AWS Lambda, AWS Step Functions, AWS Cloud Architecture, AWS CloudFormation, APIs, Amazon Elastic Container Service (ECS), Docker, Active Directory (AD), DHCP, Site-to-site VPN, Palo Alto Networks, API Gateways, Microsoft Entra, Microsoft Entra ID, Cloud Architecture, Bicep, AWS DevOps, Amazon DynamoDB, AWS ECS Fargate, Amazon RDS, DevSecOps, Solution Architecture, Azure Virtual Networks, Azure sentinel, Microsoft defender for cloud, AWS Cloud Development Kit (CDK), AWS Certified Solution Architect, Amazon GuardDuty, Amazon EventBridge, Terraform Cloud, Python 3, Azure Monitor, Git, GitHub Actions, Amazon Virtual Private Cloud (VPC), Microsoft SQL Server, Amazon EC2, Windows Server, Bitbucket, Azure API Management, Enterprise Architecture, Azure Logic Apps, Azure Functions, Active Directory Federation Services (AD FS), SAML, PKI, ECS, Observability Tools, AWS Batch, Helm, GitOps, Amazon CloudWatch, Infrastructure Architecture, Infrastructure, HIPAA Compliance, Logging, Version Control Systems, Monitoring, Database Management, AWS Monitoring, AWS Well-Architected Framework, Amazon OpenSearch, AWS Cloud Map, HIPAA, Elasticsearch, REST APIs, Microsoft 365, Compliance, System Architecture, Data Governance, Azure Administrator, Cloud Infrastructure, Continuous Integration (CI), Continuous Delivery (CD)

Infrastructure and DC Engineer

2021 - 2022
Network International for Payment Solutions
  • Administered and optimized VMware infrastructure components, including vSphere, vSAN, vROPs, NSX, vSphere Replication, and Site Recovery Manager (SRM), to ensure high availability, performance, and disaster recovery capabilities.
  • Ensured back-up policies, job automation, and successful recovery validation across environments.
  • Implemented and supported hyper-converged infrastructure (HCI) using Nutanix AHV.
  • Coordinated with platform, cloud, and DevOps teams to align virtualization and storage strategies with hybrid cloud architectures, especially AWS integration scenarios (e.g., storage gateway, backup to S3/Glacier).
  • Applied infrastructure-as-code (IaC) principles, CI/CD readiness, and platform reliability practices, enabling future alignment with DevOps pipelines and cloud native operations.
Technologies: VMware, VMware NSX, VMware ESXi, VMware vCenter, VMware vCloud, VMware Tanzu, Tanzu Kubernetes Grid, VMware Aria Operations for Logs, vCloud Director, vCF, Storage, Servers, Virtualization, Linux, Unix, Amazon Web Services (AWS), Cloud, Infrastructure as Code (IaC), Terraform, Nutanix, CI/CD Pipelines, GitLab CI/CD, GitHub Runners, Amazon S3 (AWS S3), AWS Organizations, AWS Landing Zone, AWS Control Tower, AWS ALB, Amazon Elastic Block Store (EBS), Amazon EFS, ELK (Elastic Stack), Amazon GuardDuty, AWS Config, AWS CloudTrail, AWS Security Hub, AWS IAM, Identity & Access Management (IAM), Amazon Simple Queue Service (SQS), RHEL, AWS Lambda, AWS Step Functions, AWS CloudFormation, APIs, Amazon Elastic Container Service (ECS), Docker, Active Directory (AD), DHCP, Site-to-site VPN, Palo Alto Networks, API Gateways, Terraform Cloud, Python 3, Microsoft SQL Server, Windows Server, System Administration, Linux System Administration, Networks, Windows System Administration, Bitbucket, Active Directory Federation Services (AD FS), SAML, PKI, Observability Tools, Infrastructure Architecture, Infrastructure, Logging, Version Control Systems, Monitoring, Database Management, AWS Monitoring, Data Governance, Fintech

Network and Security Engineer

2020 - 2021
Network International for Payment Solutions
  • Administered and maintained enterprise-level network and security infrastructure, ensuring high availability, performance, and compliance across interconnected systems.
  • Managed and resolved daily operational tickets involving network devices, including Cisco and Juniper routers/switches, ensuring rapid incident response and root cause analysis.
  • Configured and troubleshooted Fortinet security solutions (FortiGate, FortiEMS, FortiAuthenticator), including the implementation of security policies and flows.
  • Contributed to F5 LTM and GTM load balancers and configured and optimized L4/L7 load balancing for high-traffic web and application services.
Technologies: Routing, Networking, Border Gateway Protocol (BGP), Open Shortest Path First (OSPF), IPsec, SSL, VPN, Network Security, Firewalls, Load Balancers, Web Application Firewall (WAF), Intrusion Detection Systems (IDS), Intrusion Prevention Systems (IPS), Sandbox to Production, RHEL, AWS Lambda, Active Directory (AD), DHCP, Site-to-site VPN, Palo Alto Networks, Cisco Switches, Network Engineering, Windows Server, System Administration, Linux System Administration, Networks, Windows System Administration, Active Directory Federation Services (AD FS), SAML, PKI, Logging, Version Control Systems, Monitoring, Fintech

Experience

Onboarding a Big Medical Entity to Azure (AKS)

Managed and spearheaded a new project for Alfa Scan to host their website applications and API portals on Azure AKS nodes. I also provided patient and admin portals and a web application through the cloud.

AWS Wavelength Project in Dakar, Senegal

https://aws.amazon.com/about-aws/whats-new/2025/04/aws-wavelength-zone-dakar/
Spearheaded Sonatel, a mega project for a big telecom provider in Senegal. I created the AWS Wavelength zone in their infrastructure to provide 5G mobile applications with ultra-low latency, and designed a multi-account, well-architected architecture.

Enterprise Multilingual AI Copilot with Azure AI Translator

Designed and delivered an enterprise-grade AI chatbot integrated with Copilot Studio to support multilingual users across multiple regions. I led the solution architecture, integrating Azure AI Translator to enable real-time language translation while maintaining conversation context and accuracy.

To optimize cost and performance, I proposed and implemented a Redis-based hot-caching tier that stored translated responses and frequently used AI outputs, reducing repeated calls to the Azure OpenAI and Translator APIs. This approach resulted in a 70–80% reduction in AI operational costs while significantly improving response latency.

The solution followed Zero Trust and Responsible AI principles, leveraging private endpoints, managed identities, RBAC, and monitoring. This project accelerated AI adoption internally and served as a reference architecture for future AI initiatives.

Azure AI Foundry-based RAG Platform for Enterprise Knowledge Access

Architected and implemented a Retrieval-Augmented Generation (RAG) platform using Azure AI Foundry to enable secure, enterprise-scale access to internal knowledge bases. I designed the end-to-end architecture, integrating Azure AI Search for vector indexing, Cosmos DB for embeddings storage, and Azure OpenAI models for contextual response generation.

The solution was secured using private endpoints, identity-based access, and network isolation, ensuring compliance with enterprise security standards. I also introduced governance controls, including prompt filtering, monitoring, and usage tracking, aligned with Responsible AI guidelines.

This platform improved answer accuracy by over 40% compared to prompt-only approaches and established a reusable AI foundation for future copilots and intelligent applications across the organization.

Cloud Architect – AWS Digital Library Modernization (CU Boulder)

• Designed and led the architecture for CU Boulder’s Digital Library modernization on AWS, replacing legacy LUNA systems with a scalable, cloud-native platform using EKS, S3, OpenSearch, and Aurora.
• Defined a bulk ingest pipeline using S3 pre-signed URLs, SQS, and worker services to improve scalability and reliability for large digital assets. Implemented a secure edge layer with CloudFront, WAF, and ALB for controlled, high-performance access.
• Developed Terraform-based infrastructure aligned with strict governance (permission boundaries, PR approvals), ensuring consistent and auditable deployments. Optimized storage using S3 lifecycle policies and object classification, reducing long-term costs.
• Integrated OpenSearch to replace Solr, improving search performance and scalability. Designed secure identity integration using SAML, Cognito, and IAM Identity Center.
• Led assessment and migration planning, while identifying and remediating security gaps across IAM, logging, encryption, and backups. Collaborated closely with stakeholders to drive architecture decisions and delivery.

Education

2013 - 2018

Bachelor's Degree in Communications and Computer Engineering

Helwan University - Cairo, Egypt

Certifications

APRIL 2026 - APRIL 2028

GitHub Copilot GH-300

Microsoft

OCTOBER 2025 - OCTOBER 2028

Oracle Cloud Infrastructure Certified Architect Associate

Oracle

APRIL 2025 - APRIL 2026

Microsoft Certified: Azure Administrator Associate (AZ-104)

Microsoft

DECEMBER 2024 - DECEMBER 2027

Certified Kubernetes Administrator

CNCF

NOVEMBER 2024 - NOVEMBER 2027

AWS Certified Solutions Architect – Associate

Amazon Web Services Training and Certification

NOVEMBER 2022 - PRESENT

VMware Certified Professional - Network Virtualization 2022

Broadcom

JANUARY 2022 - JANUARY 2025

VMware Certified Professional - Data Center Virtualization 2022

Broadcom

JULY 2021 - PRESENT

Fortinet Network Security Expert Level 4: Certified Professional

Fortinet

FEBRUARY 2020 - PRESENT

CCNA

Cisco

Skills

Libraries/APIs

Azure API Management, REST APIs, GitHub API

Tools

VMware, VMware vSphere, Terraform, Ansible, VPN, Azure Kubernetes Service (AKS), Azure Application Gateway, Amazon EKS, VMware vSphere HA, Amazon CloudWatch, Amazon Simple Queue Service (SQS), Amazon Simple Notification Service (SNS), AWS Step Functions, AWS CloudFormation, Amazon Virtual Private Cloud (VPC), Bitbucket, Azure Logic Apps, Observability Tools, AWS Batch, Helm, Logging, Amazon OpenSearch, GitHub Copilot, GitLab, PowerCLI, AWS Command Line Interface (CLI), GitLab CI/CD, GitHub, AWS CodeBuild, AWS CodeDeploy, Grafana, Amazon Elastic Container Service (ECS), Jenkins, AWS Cloud Development Kit (CDK), Claude Code, AWS IAM, Azure Key Vault, Kubernetes HorizontalPodAutoscaler (HPA), AWS Fargate, Distributed Resource Scheduler (DRS), Amazon Elastic Block Store (EBS), ELK (Elastic Stack), AWS CloudTrail, Azure App Service, Azure Monitor, Git, Microsoft AI, Kubectl, Azure Cache for Redis, Oracle Cloud Infrastructure (OCI) Generative AI, GitHub CLI

Languages

SAML, Python 3, Python, Bash, Bicep, Java

Frameworks

AWS HA, Pods.io, AWS Well-Architected Framework, Agentic Frameworks

Paradigms

DevOps, HIPAA Compliance, Continuous Integration (CI), Continuous Delivery (CD), DevSecOps, Azure DevOps, REST

Platforms

Ubuntu, Azure, AWS IoT, AWS ALB, Kubernetes, Amazon Web Services (AWS), Amazon EC2, AWS Lambda, Windows Server, Azure Functions, Microsoft Copilot Studio, SharePoint 365, Google Cloud Platform (GCP), Docker, Azure PaaS, VMware Tanzu, Linux, Unix, OpenStack, Azure AI Search, Azure AI Studio, Oracle, Oracle Cloud Infrastructure (OCI)

Storage

VMware vSAN, Amazon S3 (AWS S3), Microsoft Entra ID, Amazon DynamoDB, Microsoft SQL Server, Database Management, Elasticsearch, Azure SQL, Ingres, Amazon EFS, Azure Cloud Services, Redis Cache, Azure Cosmos DB

Other

IT Networking, Cloud, Virtualization, AWS Cloud Security, Microsoft Azure, Architecture, Design, VMware vCenter, VMware NSX, vCloud Director, VMware Aria Operations for Logs, Border Gateway Protocol (BGP), Routing, IPsec, SSL, AWS CodePipeline, Azure Virtual Machines, Containers, Virtual Private Cloud (VPC), Amazon GuardDuty, Identity & Access Management (IAM), AWS Config, VMware VMotion, VMware ESXi, Networking, Load Balancers, Web Application Firewall (WAF), Firewalls, Terraform Cloud, CI/CD Pipelines, Infrastructure as Code (IaC), AWS Cloud Architecture, GitHub Actions, Active Directory (AD), DHCP, Site-to-site VPN, Palo Alto Networks, API Gateways, Microsoft Entra, Cloud Architecture, AWS DevOps, AWS ECS Fargate, Network Engineering, Solution Architecture, Azure Virtual Networks, Azure sentinel, Microsoft defender for cloud, AWS Certified Solution Architect, Amazon EventBridge, System Administration, Linux System Administration, Networks, Windows System Administration, Enterprise Architecture, Active Directory Federation Services (AD FS), PKI, ECS, GitOps, Infrastructure Architecture, Infrastructure, Version Control Systems, Monitoring, AWS Monitoring, AWS Cloud Map, AI Tools, AI-assisted Development, GitHub Copilot Chat, HIPAA, SDKs, Microsoft 365, Migration, Compliance, System Architecture, Data Governance, Azure Administrator, Cloud Infrastructure, Agentic Coding, Data Labeling, High-level Design (HLD), VXLAN, GitHub Runners, Prometheus, APIs, Software Development Lifecycle (SDLC), AI Enablement, Large Language Models (LLMs), Microsoft Purview, Data Loss Prevention (DLP), Fintech, Retrieval-augmented Generation (RAG), Machine Learning, Full-stack, 5G, Azure VDI, Azure SSO, Azure land, Azure CLI, Azure Virtual WAN, Kubernetes Security, Amazon Inspector, Storage, Security, Cisco Switches, Open Shortest Path First (OSPF), Network Security, Intrusion Detection Systems (IDS), Intrusion Prevention Systems (IPS), Sandbox to Production, VMware vCloud, Tanzu Kubernetes Grid, vCF, Servers, Nutanix, AWS Organizations, AWS Landing Zone, AWS Control Tower, AWS Security Hub, RHEL, HP Enterprise (HPE), Amazon Bedrock, AWS Transit Gateway, Azure Virtual Network (VNet), Azure Blob Storage, Azure Stack HCI, Amazon RDS, Microsoft Foundry, Agentic AI, Agentic RAG Systems, Azure Cognitive Search, Responsible AI, AI Modeling, AI Model Integration, Presales, Azure Landing Zones, AI Landing zone, Containerization, Azure AI Custom Vision, Computer Vision, Natural Language Processing (NLP), Generative Artificial Intelligence (GenAI), RAG Architecture, Azure AI Translator, Azure foundry, Vector Search, OpenAI, Splunk Enterprise Security, Open-source LLMs, Azure Database for PostgreSQL, AI Copilots, Graphics Processing Unit (GPU), Amazon MemoryDB for Redis, GitHub Codespaces

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