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You will get 🚀 Deploy a Scalable RAG Pipeline with LLM + Vector Database
Project details
I will build a production-ready Retrieval-Augmented Generation (RAG) pipeline that connects your documents to powerful LLMs. With 5+ years in AI/Cloud engineering, I’ve deployed systems that process millions of documents at scale on AWS/GCP with Kubernetes.
You’ll get a secure, scalable solution that ingests your unstructured data (PDFs, DOCX, CSV), transforms it into embeddings, stores it in a vector database (Pinecone, Qdrant, or Weaviate), and integrates with LLMs like GPT-4.
The result: a reliable AI assistant that can search, retrieve, and generate accurate answers from your data - ready for testing or full production.
You’ll get a secure, scalable solution that ingests your unstructured data (PDFs, DOCX, CSV), transforms it into embeddings, stores it in a vector database (Pinecone, Qdrant, or Weaviate), and integrates with LLMs like GPT-4.
The result: a reliable AI assistant that can search, retrieve, and generate accurate answers from your data - ready for testing or full production.
AI Algorithms
Large Language Model, Transformer ModelAI Applications
AI Chatbot, AI Content Creation, AI-Enhanced Classification, Conversational AI, Natural Language Understanding, Sequence Modeling, Text RecognitionAI Development Language
PythonAI Models
GPT-4What's included
| Service Tiers |
Starter
$500
|
Standard
$1,500
|
Advanced
$3,000
|
|---|---|---|---|
| Delivery Time | 7 days | 14 days | 25 days |
Number of Revisions | 1 | 0 | 3 |
AI Model Integration | - | - | - |
Batch Normalization | - | - | - |
Database Integration | - | - | - |
Detailed Code Comments | - | - | - |
Image Upscaling | - | - | - |
MLOps | - | - | - |
Model Deployment | - | - | - |
Model Documentation | - | - | - |
Model Monitoring | - | - | - |
Model Testing & Optimization | - | - | - |
Model Tuning | - | - | - |
Natural Language Processing | - | - | - |
NLP Tokenization | - | - | - |
Pre-Training | - | - | - |
Prompt Engineering | - | - | - |
Setup File | - | - | - |
Source Code | - | - | - |
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MG
Matt G.
Dec 23, 2025
RAG Knowledge base.
RM
Ravi M.
Sep 6, 2025
AWS Backup & Cross-Account Sync – EC2, RDS, S3, Route53
I had an excellent experience working with Adel on an AWS project involving backup and cross-account synchronization across EC2, RDS, S3, and Route53. From the start, they asked the right questions to fully understand our requirements, and then delivered a solution that was both efficient and secure. Their technical knowledge of AWS is very strong, but what really stood out was the way Adel communicated. He always clear, responsive, and proactive in sharing progress updates.
The project was completed on time, without any hiccups, and the documentation they provided made it easy for us to manage moving forward. If you’re looking for someone reliable, technically skilled, and professional to handle AWS infrastructure or automation tasks, I’d highly recommend hiring Adel. I would not hesitate to work with them again for future projects.
The project was completed on time, without any hiccups, and the documentation they provided made it easy for us to manage moving forward. If you’re looking for someone reliable, technically skilled, and professional to handle AWS infrastructure or automation tasks, I’d highly recommend hiring Adel. I would not hesitate to work with them again for future projects.
About ADEL ALI MUBARAK
DevOps & Cloud Infrastructure Engineer (AWS/GCP/Kubernetes)
100%
Job Success
Jakarta, Indonesia - 7:33 pm local time
I'm a DevOps & Cloud Infrastructure Engineer (CKA + AWS certified) with 5+ years building and running production systems on AWS, GCP, and Kubernetes for companies ranging from insurtechs to legal-tech startups.
I don't just set things up - I own them end-to-end. From architecting your infrastructure to cutting your cloud bill to hardening your security posture.
What I've delivered:
▸ Built an on-demand "Staging Factory" at Qoala (insurtech) that cut feature testing from 2-3 weeks to under 1 week — engineers could spin up isolated environments on demand.
▸ Saved $10,000+/month in AWS spend through rightsizing, spot instance adoption, and active resource monitoring.
▸ Migrated 100+ microservices to a new AWS region for audit compliance - zero downtime, full data integrity.
▸ Secured 10M+ daily API requests by building a custom Golang Lambda Authorizer with IP whitelisting and key-based caching at <10ms latency.
▸ Architected a data pipeline on GKE (Pub/Sub + Kubernetes autoscaling) processing 3M+ document conversions per hour.
▸ Closed critical security vulnerabilities from external audits — network hardening, IAM least-privilege enforcement, DDoS mitigation.
I work best with:
▸ Startups that need a senior DevOps person without the full-time hire cost
▸ Teams migrating to Kubernetes or modernizing CI/CD
▸ Companies whose AWS bill is growing faster than their revenue
▸ CTOs who need someone who can own infrastructure end-to-end
Let's talk! I usually have a clear picture of how I can help within the first 15 minutes.
Steps for completing your project
After purchasing the project, send requirements so ADEL ALI MUBARAK can start the project.
Delivery time starts when ADEL ALI MUBARAK receives requirements from you.
ADEL ALI MUBARAK works on your project following the steps below.
Revisions may occur after the delivery date.
Requirement Gathering
Understand your data sources, use cases, and infrastructure preferences (AWS/GCP/local).
Data Ingestion & Preprocessing
Set up pipelines to clean and chunk your documents for embeddings.