Agentic AI Systems
Designing AI agents and agentic workflows for operations, support, admin tasks, and business process automation.
AI AgentsTool CallingAI Assistants
AI Engineer | Agentic AI Developer | Founder of Tech AI Ops
AI Engineer for Agentic AI, DevOps & Cloud Automation
I design and deploy AI-powered systems, agentic workflows, DevOps pipelines, and scalable cloud infrastructure by combining Generative AI, automation, Linux, networking, and cloud engineering.
AI EngineeringAgentic WorkflowsLLM IntegrationOpenAIClaudeCursorGitHub CopilotAzureDockerKubernetesLinuxDevOps
About
AI-focused engineering with real infrastructure depth.
I am an AI Operations & DevOps Engineer with 4+ years of experience across infrastructure, cloud, networking, Linux systems, automation, and AI-powered software development.
My work focuses on building production-grade AI solutions using agentic workflows, LLM integration, AI automation, prompt engineering, and AI System Engineering practices. I combine my background in DevOps, Azure, Docker, Kubernetes, Linux administration, and network engineering to build scalable systems that solve real business problems.
I am also the founder of Tech AI Ops, an AI-focused technology agency that helps modern businesses scale faster through smart digital solutions, automation, AI-powered software, web platforms, and cloud infrastructure.
AI Expertise
Agentic systems, LLM integration, AI automation, and production engineering.
LLM Integration
Integrating large language models into applications, dashboards, internal tools, and support systems.
OpenAIClaudeGeminiPrompt Engineering
AI Automation
Automating repetitive operational tasks with AI platforms, scripts, APIs, and workflow orchestration.
PythonFastAPICodexCursor
AI System Engineering
Building AI-enabled systems with secure infrastructure, deployment pipelines, monitoring, and DevOps practices.
AISELLMOpsRAGAzure
Professional Experience
Production operations across AI systems, cloud, and networks.
- Orchestrated AI-optimized DevOps workflows in Azure, reducing deployment latency by 25%.
- Maintained AI infrastructure using Docker and Kubernetes, ensuring 99.9% service reliability.
- Built monitoring stacks for hybrid networks, achieving 99% uptime for operations nodes.
- Accelerated development by 3x through AISE practices and automated Infrastructure-as-Code templates.
- Deployed agentic support systems that reduced manual IT intervention by 40%.
- Supported cloud, Linux, networking, and automation workflows for production systems.
- Replaced manual OLT configurations with Python automation scripts, boosting provisioning speed by 40%.
- Optimized ISP infrastructure for Cisco and MikroTik environments, maintaining 99.9% core network uptime.
- Standardized automation scripts using GitHub, reducing configuration outages by 30%.
- Used AI platforms to analyze performance and proactively resolve network bottlenecks.
- Worked with OLT systems, MikroTik, Cisco, Ubuntu servers, routing, VLANs, DHCP, NAT, firewalls, and monitoring tools.
Founder / Agency
Founder of Tech AI Ops
I founded Tech AI Ops to help businesses adopt AI-powered digital solutions, automation, and scalable software systems. The agency focuses on smart business tools, workflow automation, web platforms, AI-powered applications, cloud solutions, and digital transformation systems.
Visit Tech AI Ops
AI AutomationAI Agent DevelopmentWeb Application DevelopmentCustom Business SoftwareCloud & DevOpsDigital TransformationWorkflow AutomationAI-Powered Business Tools
Featured Projects
Real AI, DevOps, automation, and client software work.
AI-Assisted Internal Business Platform
Office Central Hub
- Problem
- Office operations required manual coordination for admin support, parking, maintenance, and network issues.
- Solution
- Built an AI-assisted office portal using OpenAI Codex for support and admin workflows, automating parking requests, maintenance requests, and network ticketing systems.
- Impact
- Improved internal task processing speed by 50% and reduced manual admin follow-up.
- Tools
- OpenAI Codex, Python, FastAPI, API Design, Automation, Dashboard, Production Deployment.
Custom Business Software / Billing Automation
Professional Billing Software Web Portal
- Problem
- Nibir Fashion and SD Fashion needed a professional billing and sales tracking system instead of manual sales records.
- Solution
- Built a dark premium billing system with new sale, sales history, product management, sales calendar, backup and restore, daily/monthly reports, admin login, and light/dark mode.
- Impact
- Automated sales tracking, reduced manual billing errors, improved daily reporting, and made business operations more organized.
- Tools
- Frontend, Backend, Database, Local Backup System, Responsive UI, Business Dashboard.
AI DevOps & Cloud Infrastructure
Enterprise AI DevOps on Azure
- Problem
- AI-driven applications required secure, scalable, and automated deployment pipelines.
- Solution
- Automated end-to-end CI/CD pipelines using Azure DevOps and YAML. Configured Azure Virtual Machines and security groups to host secure workloads.
- Impact
- Reduced deployment effort and optimized Azure resource allocation, lowering monthly cloud infrastructure costs by 20%.
- Tools
- Azure, Azure DevOps, YAML, Docker, Kubernetes, Linux, CI/CD, IaC.
Network Automation
OLT Auto Command
- Problem
- OLT power-check and configuration tasks were repetitive and time-consuming.
- Solution
- Built a Python-based automation tool with a simple interface to execute OLT commands faster.
- Impact
- Reduced manual command execution and improved provisioning speed.
- Tools
- Python, Streamlit, Docker, OLT Automation, Network Engineering.
Personal Branding / DevOps Deployment
Portfolio Website with CI/CD
- Problem
- Needed a professional portfolio website with reliable hosting and version-controlled updates.
- Solution
- Built and deployed a static portfolio website hosted through GitHub with structured content, responsive UI, and professional branding.
- Impact
- Created a central place to showcase AI engineering, DevOps, cloud, automation, and founder work.
- Tools
- HTML, CSS, JavaScript, GitHub Pages, SEO, Responsive Design.
Technical Skills & AI Platforms
A practical stack for production-grade AI systems and business software.
AI Platforms
OpenAI CodexChatGPTClaudeGeminiCursorGitHub CopilotClaude CodeGemini CLIManusPerplexityGrokAI Coding Agents
AI & GenAI
LLM IntegrationPrompt EngineeringAI AgentsAgentic WorkflowsRAGAISELLMOpsAI Automation
Programming
PythonFastAPIBashAPI DesignWorkflow OrchestrationGit
Cloud & Infrastructure
AzureLinux UbuntuLinux CentOSVirtualizationSystem DesignWindows Server
DevOps & Platform
DockerKubernetesJenkinsGitHub ActionsCI/CDInfrastructure as CodeMonitoring
Networking
MikroTikCiscoNetwork SecurityVLANRoutingFirewallsOLTStarlink
Education
Academic foundation in computer science and technology.
BSc in Computer Science & Engineering
Uttara University
2025 - PresentDiploma in Computer Science & Technology
Institute of Science and Technology
2022 - 2024Certifications
Validated training across networking, security, Linux, and DevOps.
Contact
Let's Build AI-Powered Systems Together
I am open to opportunities in AI Engineering, Agentic AI Development, DevOps, Cloud Infrastructure, Network Automation, and custom business software development. For professional collaboration, consulting, or project discussions, feel free to reach out.