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You will get I will build a RAG chatbot with LangChain, FAISS, and FastAPI

Mohanned H.Status: Offline
Mohanned H.
Preview image

Let a pro handle the details

Buy Generative AI services from Mohanned, priced and ready to go.
Mohanned H.Status: Offline
Mohanned H.
Preview image

Let a pro handle the details

Buy Generative AI services from Mohanned, priced and ready to go.

Project details

I build custom RAG (Retrieval-Augmented Generation) chatbots that let your users ask questions and get accurate, source-cited answers from your own documents — not from generic AI training data. Using LangChain, FAISS, and FastAPI, I deliver a fully working pipeline from document ingestion to API deployment. I have built and shipped this stack in real projects (see portfolio). You get clean, documented source code and a tested REST endpoint ready to integrate into any app. No hallucinations — every answer is grounded in your content.
AI Algorithms
Convolutional Neural Network, Generative Adversarial Network, Large Language Model, Transformer Model, YOLO
AI Applications
AI Chatbot, AI-Generated Code, Conversational AI, Natural Language Generation, Natural Language Understanding
AI Development Language
Python
AI Tools
Gradio, Hugging Face
AI Models
BERT, GPT-3, GPT-4, LLaMA
What's included
Service Tiers Starter
$150
Standard
$250
Advanced
$450
Delivery Time 1 day 7 days 10 days
Number of Revisions
123
AI Model Integration
Batch Normalization
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Database Integration
Detailed Code Comments
Image Upscaling
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MLOps
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Model Deployment
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Model Documentation
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Model Monitoring
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Model Testing & Optimization
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Model Tuning
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Natural Language Processing
NLP Tokenization
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Pre-Training
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Prompt Engineering
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Setup File
Source Code
Optional add-ons You can add these on the next page.
Fast Delivery
+$30 - $35
Additional Revision
+$20

Frequently asked questions

Mohanned H.Status: Offline

About Mohanned

Mohanned H.Status: Offline
Machine Learning Engineer | Python | PyTorch | Computer Vision | NLP
Zeramedine, Tunisia - 3:31 am local time
ML Engineer specializing in deep learning, computer vision, NLP, and production AI systems. I build end-to-end pipelines — from model design and training to API deployment and cloud hosting — using Python, PyTorch, TensorFlow, and LangChain.

Recent work includes a full RAG system combining FAISS vector search with LLM inference via FastAPI, a GAN-based 3D shape completion pipeline trained on ShapeNet (Bachelor's final project, Distinction grade), and a real-time tennis analytics system using YOLOv8 and OpenCV.

What I deliver:
→ Custom ML models (classification, object detection, NLP, generative AI)
→ LLM integration and RAG pipelines (LangChain, Hugging Face, FAISS)
→ REST API backends with FastAPI + PostgreSQL
→ Full-stack AI apps (React frontend + cloud deployment on Vercel/Render)
→ Computer vision systems with YOLO, OpenCV, and CNNs

Certified by NVIDIA Deep Learning Institute (Deep Learning Fundamentals) and Hugging Face (LLM Fundamentals). Fluent in English, French, and Arabic — available 30+ hrs/week.

Let's discuss your project.

Steps for completing your project

After purchasing the project, send requirements so Mohanned can start the project.

Delivery time starts when Mohanned receives requirements from you.

Mohanned works on your project following the steps below.

Revisions may occur after the delivery date.

You share your documents and answer the requirement questions

I process and index your documents into a FAISS vector store

Review the work, release payment, and leave feedback to Mohanned.