You will get Self Hosted LLM/AI Server
Project details
Deploy your own private AI server with powerful open-source LLMs like Mistral, LLaMA, Mixtral, or Phi.
I’ll set up a fully self-hosted solution on your local machine, server, or cloud VM with APIs, web UI, and optional vector DB integration for RAG and semantic search.
No Cloud Fees
No Data Sharing
Full Control
Supports embedding models, chat interfaces, and custom workflows.
Ideal for secure chatbots, internal tools, or AI product prototypes.
Choose from CPU-optimized or GPU-accelerated setups, with Docker or native deployment. I’ll tailor everything to your hardware and use case.
I’ll set up a fully self-hosted solution on your local machine, server, or cloud VM with APIs, web UI, and optional vector DB integration for RAG and semantic search.
No Cloud Fees
No Data Sharing
Full Control
Supports embedding models, chat interfaces, and custom workflows.
Ideal for secure chatbots, internal tools, or AI product prototypes.
Choose from CPU-optimized or GPU-accelerated setups, with Docker or native deployment. I’ll tailor everything to your hardware and use case.
Machine Learning Tools
BERT, ChatGPT, deeplearn.js, GoLearn, Google Sheets, GPT-3, Kubeflow, pandas, Python, Scrapy, Sonnet, TensorFlow, Vertex AIWhat's included
| Service Tiers |
Starter
$1,000
|
Standard
$3,000
|
Advanced
$10,000
|
|---|---|---|---|
| Delivery Time | 2 days | 10 days | 20 days |
Number of Revisions | 0 | 0 | 0 |
Number of Model Variations | 1 | 1 | 1 |
Number of Scenarios | 1 | 1 | 1 |
Number of Graphs/Charts | 0 | 0 | 0 |
Model Validation/Testing | - | - | - |
Model Documentation | - | - | - |
Data Source Connectivity | - | - | - |
Source Code | - | - | - |
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AZ
Amed Z.
May 12, 2025
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Ali is the best experience we've ever had on Upwork, most offers are scams or unqualified on Upwork (Sadly).the guy just gets it done. it's hard to find freelancers you can rely on, We relied on Ali and he didn't disappoint. Highly recommended and trustworthy
GS
Gavin S.
Nov 17, 2024
Vsphere VMware python automation
work done on time
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Thomas G.
Apr 16, 2024
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Understood our requirements clearly and worked with us closely to deliver a result that exceeded our expectations
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All-in-one Ubuntu server metrics collection script
Fast work, able to find solutions to problems, a pleasure to work with.
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Carmine C.
Jan 22, 2024
Fine-Tuning RPC Solana Node - Usage Case Sniping Coin/Trading
Really Great Guy!
About Muhammad Ali
AWS Platform Engineer for Startups | MVP to Scale & Cost Control
100%
Job Success
Rawalpindi, Pakistan - 3:01 am local time
From launching an AWS MVP to scaling reliably and keeping cloud costs under control, I take ownership of the AWS infrastructure, CI/CD, and operations so teams can focus on the product.
I work hands-on as an AWS platform engineer, designing and building systems that are secure, scalable, and easy to operate. My focus is on AWS-native services, automation, and infrastructure as code, avoiding unnecessary complexity and long-term cloud debt.
# What I usually help with:
- AWS architecture design for startup MVPs and production systems
- Serverless and container-based backends on AWS
- AWS Lambda, API Gateway, EventBridge, ECS, and managed databases
- CI/CD pipelines using GitHub Actions, AWS CodeBuild, and CodeDeploy
- Infrastructure as code with Terraform, AWS SAM, or CDK
- AWS cost optimization, monitoring, and usage guardrails
- Reliability, logging, alerts, and incident readiness
- Security best practices, IAM design, and secrets management
I design platforms that small teams can understand, operate, and scale without needing constant external support.
# Serverless and Modern AWS Platforms
I specialize in serverless and event-driven architectures on AWS to reduce operational overhead and improve scalability. This includes building APIs, background processing, and integrations that scale automatically and remain cost-predictable.
For teams adding AI features, I design secure Amazon Bedrock integrations with proper access control, data isolation, monitoring, and cost visibility. The goal is to enable AI functionality without introducing security or billing surprises.
# Cost Control and Platform Stability
Cost control is built into every design decision. I help teams:
- Identify and remove unused or over-provisioned AWS resources
- Optimize Lambda, EC2. ECS, RDS, and data workloads
- Set budgets, alerts, and limits to prevent runaway spend
- Prepare platforms for growth, audits, and investor reviews
The result is an AWS platform that scales with the business and remains reliable and predictable over time.
# How I Work
- Clear scope and outcomes from the start
- Practical, production-focused solutions
- Regular updates and transparent communication
- Clean documentation and proper handover
If you need someone who can own your AWS platform end to end, from MVP to a stable and scalable production system with costs under control, we can start with a short discovery call.
# Who This Is Not For
- You are looking for the cheapest AWS freelancer
- You only need small one-off tasks or quick fixes
- You want UI or frontend-focused development
- You are not ready to invest in proper cloud foundations
I work best with teams that care about long-term stability, security, and cost efficiency, and want AWS done right from the start.
Steps for completing your project
After purchasing the project, send requirements so Muhammad Ali can start the project.
Delivery time starts when Muhammad Ali receives requirements from you.
Muhammad Ali works on your project following the steps below.
Revisions may occur after the delivery date.
client shares access to the machine