You will get a RAG system over your own data
Project details
You will get a RAG system that takes in data in different format and allows you to chat with it
You also get an evaluation framework to track quality
You also get an evaluation framework to track quality
AI Algorithms
Transformer ModelAI Applications
AI Chatbot, AI Content Creation, AI Mobile App Development, AI Text-to-Speech, AI-Enhanced Classification, AI-Generated Code, Conversational AI, Natural Language Generation, Natural Language UnderstandingAI Models
GPT-3, GPT-4, LLaMA, WhisperWhat's included
| Service Tiers |
Starter
$3,000
|
Standard
$5,000
|
Advanced
$7,000
|
|---|---|---|---|
| Delivery Time | 5 days | 10 days | 15 days |
Number of Revisions | 2 | 5 | 10 |
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 |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$500 - $1,000
32 reviews
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ons m.
Aug 24, 2025
RAG Project - Twintech / QMW
Hadi is awesome to work with.
SME with Rag systems set up and fine tuning
SME with Rag systems set up and fine tuning
FS
Fawzy S.
Jul 24, 2025
Build an MVP for a legal AI assistant / AI agent
Hadi did a great job and his experience in building legal/law-related AI agents really helped us a lot in building our product. He built the core AI engine for us.
TT
Thrasos T.
Jul 10, 2025
2 Hour Consultation and Solution Design - AI - RAG
Abdelhadi has provided deep-level expertise! He clearly knows the AI space very well and is also able to communicate and explain key concepts. Would surely work with him again!
DH
Daniel H.
Jul 9, 2025
AI Customer Bot Development
Hadi and his team are pros in this field. They understood our requirements very well and completed the project successfully. We had multiple online meetings, and they always kept me in the loop.
AB
Abdelmohcine B.
Jul 4, 2025
AI software
About Abdelhadi
AI expert, PhD, ex-Google | RAG, AI agents, Advanced Agentic Search
81%
Job Success
Paris, France - 9:10 pm local time
I built RAG and AI agents for banks including BNP Paribas, A large NYC hedge fund and many growing startups in the US.
AI engineer with a Ph.D from Sorbonne University/UWaterloo. I'm mainly focused on helping enterprises build and deploy LLMs, RAG and AI agents, on their VPC or on-prem. Examples include Llama running locally, Deepseek on AWS bedrock, hybrid RAG between OpenAI API and local Llama etc
See my portfolio and my client projects below.
💬 "We needed to build an end-to-end MVP using OpenAI API and complex prompt engineering over large PDF datasets. Hadi not only was able to get us there, but his solid RAG architecture and initial MVP allowed us to scale and move to production quickly". — Major European Scale-up
How I can help
✅ You need to integrate AI into your existing application or your company's workflow. Please book a consultation if you would like to discuss your project in detail. I saved my clients many days, and trial & error iterations.
✅ You need continuous help on projects, I can help you go from an idea to a functional LLM/RAG MVP (minimum variable product) very quickly, so you can start collecting user feedback and revenue.
Notable projects:
✅ A real estate agentic RAG: has access to thousands of listings and pro recommendations to guide you through your search process
✅ A stock picking assistant backed with expert hedge fund opinions/docs.
✅ An ESG AI agent: has access to proprietary data around ESG incidents, target: investment firms
✅ A Hubspot RAG/agent: helps you navigate hubspot without relying on consultants
✅ Newsletter bot: get insights from thousands of daily articles
✅ Helped a startup to build an Ad generation agent (I think this one is going to be a billion $ business - they already raised a lot of money)
What I can help with
👉 RAG (Retrieval Augmented Generation): Generative models + Information Retrieval.
- Study of your data and organise it for optimal RAG quality
- Design and implementation of an evaluation (benchmarking) framework. This is a crucial piece that allows us to track progress and quality.
- Use open source (or proprietary) LLMs and build a fully functional, domain specific, RAG application. I have been building apps around OpenAI, Llama, Mistral models since they came out.
- Data chunking and indexing strategies for optimal retrieval and ranking of RAG data.
- Fine-tuning of LLMs to align with unique data requirements.
- Simplifying complex tasks through prompt chaining with state-of-the-art tools like Langchain and LLamaIndex.
👉 Crafting prompts that guide LLMs to produce targeted outputs, ensuring cost-effective GPT/LLM deployment.
👉 End-to-end Implementation suing Python, Pytorch, FastAPI, Streamlit, ...
👉 Implementing multimodal AI technologies for image and speech processing.
Why me?
🧠 8+ years of experience in AI and ML, with a PhD from UWaterloo and Sorbonne.
💡 Great understanding of business requirements and constraints: as a startup founder myself (founded and exited a startup in AIOps), I have a good understanding of what it takes to build a RAG product that users will love and pay for.
🤖 Extensive experience building RAG systems (Retrieval Augmented Generation) - I have helped many founders and teams go from 0 to 1 with their RAG application.
🤖 Extensive experience with prompt engineering and chatbots
🗣️ Extensive experience with Large Language Models and the latest AI models
✏️ I write the RAG and LLM newsletter https:// heycloud.beehiiv.com/ which has 2000+ subscribers.
🖥️ Confirmed software developer with experience working at Google and OWASP
🔈 Great communications skills, both written and verbal.
𝗛𝗼𝘄 𝗱𝗼 𝘄𝗲 𝗴𝗲𝘁 𝘀𝘁𝗮𝗿𝘁𝗲𝗱?
1️⃣ If you need thorough advice around GenAI, LLMs and RAG, please book a consultation
2️⃣ If you need continuous help with a project, please send me a message and let’s book a 15min free call to discuss your project and requirements.
-- Hadi Azzouni
Steps for completing your project
After purchasing the project, send requirements so Abdelhadi can start the project.
Delivery time starts when Abdelhadi receives requirements from you.
Abdelhadi works on your project following the steps below.
Revisions may occur after the delivery date.
Initial RAG and evaluation framework
Build the semantic search over data