You will get Private LLM Agent Workflows
Project details
You get an AI agent system that can do real work, not just chat. I build agent workflows that can call tools, fetch data, and trigger actions through API Integration.
I set up the logic, permissions, and safe boundaries so the agent only accesses what it should.
You get a working prototype connected to your systems, clear documentation, and a testing checklist to validate outputs.
This is ideal for internal automation, support tools, and decision workflows.
I set up the logic, permissions, and safe boundaries so the agent only accesses what it should.
You get a working prototype connected to your systems, clear documentation, and a testing checklist to validate outputs.
This is ideal for internal automation, support tools, and decision workflows.
AI Development Type
Deep Learning, Recommendation System, Software MaintenanceAI Tools
Amazon SageMaker, Azure Machine Learning, Google AutoML, TensorFlowAI Development Language
JavaWhat's included $12,000
These options are included with the project scope.
$12,000
- Delivery Time 30 days
- AI Model Integration
- Detailed Code Comments
- Model Documentation
- Source Code
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HA
Hayat A.
Apr 20, 2026
AI Full Stack Engineer / Architect with AWS experience
Exceptional talent and reliable partner, Samir and his team delivered on multiple projects ranging AI, data quality and improved our platforms speed and infrastructure.
SS
Sal S.
Apr 7, 2026
Quick RAG Consult
Great experience, the quick help was exactly what we needed. Thanks Samir!
AJ
Arie J.
Mar 31, 2026
Setup Test Server for LLM
SH
Seth H.
Feb 4, 2026
PowerBI Embedded Integration in Azure with SSO for Membership Organization
A first-tier freelancer. Samir helped us set up a complex integration that involved several tech platforms as well as several entities. Samir is a great communicator (over Zoom as well as in writing), has the technical chops, is committed to getting it done right, and is a super nice person! We will be hiring again for future projects. Very highly recommended!
JC
Jason C.
Jan 9, 2026
Solution Design and Solution Architecture - Part Time Remote Position
As a PM and Solution Architect, Samir has the fundamental skills to perform the role with a hig level of profesionalism. A good listener and all round team player. Interacted very professionally with the management team and was able to build a great working relationship with the development team. We wish him the best in his future endeavours.
About Samir
Cloud Security & DevOps Engineer | Azure, AWS, CI/CD, Docker, Python
91%
Job Success
Stockholm, Sweden - 7:46 am local time
I help teams secure cloud infrastructure, data pipelines, and deployment workflows without slowing engineering down. That includes IAM, Entra ID, vulnerability assessment, security analysis, CI/CD hardening, DevSecOps, and information security work across the full environment.
Most clients come to me when things already feel messy. Access is too open, cloud infrastructure has grown without clear security rules, CI/CD is moving fast without enough guardrails, and nobody is fully sure where the real risk is.
That is exactly why they hire me.
I do not just point out issues. I work on the actual infrastructure, access model, cloud setup, and delivery flow so your team can reduce risk, stay organized, and keep shipping with more confidence.
𝙎𝙚𝙧𝙫𝙞𝙘𝙚𝙨 𝙄 𝙊𝙛𝙛𝙚𝙧:
𝟭. Cloud Security Reviews: I review cloud infrastructure, identity, networking, permissions, workloads, and data flows to find real security gaps and give clear priorities.
𝟮. DevSecOps & CI/CD Security: I secure CI/CD workflows so teams can build, test, and deploy with better controls, fewer mistakes, and less production risk.
𝟯. IAM & Entra ID Hardening: I improve IAM, Entra ID, roles, permissions, least privilege, and access design so the right people get the right access without unnecessary exposure.
𝟰. Vulnerability Assessment: I run vulnerability assessment work, validate findings, remove noise, and help your team focus on what actually matters.
𝟱. Security Analysis: I break down risks in plain English so leadership, engineering, and operations can understand what is wrong, what matters most, and what to fix first.
𝟲. Cloud Infrastructure Security: I help secure infrastructure in AWS, Azure, and GCP, including compute, networking, storage, identity, and deployment patterns.
𝟳. Data Engineering & ETL Security: I support secure ETL flows, BigQuery environments, and data architecture decisions where access, movement, storage, and control of data matter.
𝟴. Information Security Support: I help teams improve their information security setup with practical controls, documentation, clearer ownership, and cleaner processes.
𝟵. Quality Assurance for Security Changes: After fixes are made, I verify that the changes actually work and that the environment is more secure, stable, and easier to manage.
𝙏𝙝𝙚 𝙠𝙞𝙣𝙙 𝙤𝙛 𝙬𝙤𝙧𝙠 𝙄 𝙝𝙚𝙡𝙥 𝙢𝙤𝙨𝙩 𝙬𝙞𝙩𝙝:
🔹 Securing AWS, Azure, and GCP environments without slowing down delivery
🔹 Hardening IAM, Entra ID, permissions, and access controls
🔹 Improving CI/CD security and building cleaner DevSecOps workflows
🔹 Running vulnerability assessment and turning findings into real fixes
🔹 Securing ETL pipelines, BigQuery environments, and data infrastructure
🔹 Helping engineering teams understand and reduce cloud security risk
🔹 Cleaning up weak infrastructure and making it easier to maintain over time
🔹 Supporting information security work with practical implementation, not theory
𝙄 𝙖𝙢 𝙚𝙭𝙥𝙚𝙧𝙩 𝙖𝙩:
𝟭. Cloud Security, CI/CD Security, CyberSecurity, Information Security, DevSecOps
𝟮. Azure, AWS, and GCP, Docker, Kubernetes
𝟯. Vulnerability Assessment, Cloud Infrastructure, Security Analysis
𝟰. Azure, AWS, and GCP, Docker, Python
𝟱. BigQuery, ETL, and Data Engineering
𝟲. IAM, Entra ID, SOC, SOC2, ICO
Thanks for reading my bio, I am happy to help you, just send me a message and we can discus everything in more detail.
Steps for completing your project
After purchasing the project, send requirements so Samir can start the project.
Delivery time starts when Samir receives requirements from you.
Samir works on your project following the steps below.
Revisions may occur after the delivery date.
Please message me before you buy.
We will have a free call where we will discuss your specific needs in detail.