You will get a Text-to-SQL system with 92% accuracy for database queries
Rising Talent
Rising Talent
Project details
I built a Text-to-SQL system achieving 92% accuracy on real e-commerce data (100k+ orders). Unlike generic solutions, I use targeted few-shot learning that adapts to YOUR database and query patterns. You get production-ready code with tests, API endpoint, and Docker deployment. Full documentation included.
AI Algorithms
Large Language Model, Transformer ModelAI Applications
AI-Generated Code, Natural Language Generation, Natural Language UnderstandingAI Development Language
PythonAI Tools
Hugging FaceAI Models
LLaMAWhat's included
| Service Tiers |
Starter
$200
|
Standard
$500
|
Advanced
$1,200
|
|---|---|---|---|
| Delivery Time | 7 days | 14 days | 21 days |
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 |
About Mohammed
AI/ML Engineer
Nanterre, France - 10:41 pm local time
𝗪𝗵𝗮𝘁 𝗜 𝗗𝗼:
* LLM & RAG Systems
- Document Q&A pipelines with minimal hallucination
- Text-to-SQL for business analytics
- Email automation using Generative AI
- LLM fine-tuning (LoRA, QLoRA)
* Computer Vision & Document AI
- Document Layout Analysis & OCR pipelines
- Information extraction from research papers
- Custom model training for domain-specific documents
* MLOps & Production
- Clean, tested code (90%+ coverage)
- FastAPI endpoints & Docker deployment
- End-to-end pipeline design
𝗧𝗲𝗰𝗵 𝗦𝘁𝗮𝗰𝗸:
Python, PyTorch, HuggingFace, LangChain, Transformers, FastAPI, Docker, PostgreSQL, Databricks, PySpark
𝗠𝗼𝗱𝗲𝗹𝘀:
GPT, Claude, Mistral, Llama, PaddleOCR, EasyOCR, YOLO
𝗪𝗵𝘆 𝗪𝗼𝗿𝗸 𝗪𝗶𝘁𝗵 𝗠𝗲:
- Production-ready code with full documentation
- Clear communication and fast delivery
- Experience with real-world business problems
Let's discuss your AI project.
Steps for completing your project
After purchasing the project, send requirements so Mohammed can start the project.
Delivery time starts when Mohammed receives requirements from you.
Mohammed works on your project following the steps below.
Revisions may occur after the delivery date.
Database Analysis
I analyze your database schema, understand table relationships, and identify the types of queries you need
Few-Shot Examples Design
I create targeted examples based on your specific query patterns to maximize accuracy.