You will get Build AI-Powered SQL Generator Using any LLMs | Natural Language to SQL
Project details
AI-Powered SQL Query Generator - Transform Natural Language to Database Queries
Successfully developed an application that converts everyday language into accurate SQL queries using advanced machine learning techniques. The system empowers non-technical users to interact with databases without SQL knowledge.
Key Achievements:
Fine-tuned a state-of-the-art language model using LoRA methodology for parameter-efficient training
Built intuitive interface displaying both generated SQL and real-time query results
Trained on comprehensive sales database covering invoices, customers, and transactions
Capabilities Delivered:
Natural language processing for database queries ("Show this month's invoices for ABC Corp")
Complex query handling including date ranges, amount filtering, and conditional logic
Instant SQL generation and execution with visual result presentation
Support for various query patterns from simple lookups to analytical requests
Technical Expertise:
Large Language Model fine-tuning and optimization
LoRA implementation for efficient model adaptation
Dataset preparation and training pipeline development
Full-stack application development with ML integration
Successfully developed an application that converts everyday language into accurate SQL queries using advanced machine learning techniques. The system empowers non-technical users to interact with databases without SQL knowledge.
Key Achievements:
Fine-tuned a state-of-the-art language model using LoRA methodology for parameter-efficient training
Built intuitive interface displaying both generated SQL and real-time query results
Trained on comprehensive sales database covering invoices, customers, and transactions
Capabilities Delivered:
Natural language processing for database queries ("Show this month's invoices for ABC Corp")
Complex query handling including date ranges, amount filtering, and conditional logic
Instant SQL generation and execution with visual result presentation
Support for various query patterns from simple lookups to analytical requests
Technical Expertise:
Large Language Model fine-tuning and optimization
LoRA implementation for efficient model adaptation
Dataset preparation and training pipeline development
Full-stack application development with ML integration
AI Algorithms
Convolutional Neural Network, Generative Adversarial Network, Large Language Model, Multimodal Large Language Model, Recurrent Neural Network, Transformer Model, YOLOAI Applications
AI Chatbot, AI Content Creation, AI Text-to-Image, AI Text-to-Speech, Conversational AI, Image Analysis, Natural Language Understanding, Object Localization, Sentiment Analysis, Text RecognitionAI Development Language
PythonAI Models
GPT-4, LLaMA, Stable DiffusionWhat's included
| Service Tiers |
Starter
$100
|
Standard
$200
|
Advanced
$500
|
|---|---|---|---|
| Delivery Time | 3 days | 3 days | 7 days |
Number of Revisions | 1 | 3 | 5 |
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 Ayazullah
AI & LLms Developer | BIM (Revit & staad pro) Developer
Dubai, United Arab Emirates - 5:39 pm local time
✅ About Me
I’m a multidisciplinary engineer and developer with 16+ years of experience delivering intelligent, automated, and scalable solutions across software, hardware, and construction tech domains.
I specialize in:
BIM Automation (STAAD.Pro, Revit & Etabs): Created custom tools and APIs for automated structural analysis, geometry generation, BOQ/BOM extraction, and design validation based on Unity Ratio, loading checks, and member performance.
AI & LLM Integration: Custom solutions using OpenAI, DeepSeek, LLaMA, LangChain, and vector databases for offline and real-time use cases. Trained and fine-tuned models for tasks like natural language processing, chatbot development, and document query systems.
Computer Vision & Deep Learning: Expertise in YOLO, OpenCV, OCR (PaddleOCR, EasyOCR), object tracking, ANPR systems, speed estimation, and smart surveillance. Optimized GPU-based inference for real-time video processing.
IoT & Embedded Systems: Developed end-to-end systems using ESP32, Raspberry Pi, Arduino, SIM7600 modules, sensors, GPS, LIDAR, and relays. Applications include vehicle automation, smart monitoring, and energy-efficient systems with solar/battery support.
💡 I build solutions that:
Reduce manual engineering effort by over 80%
Run efficiently on edge hardware (ESP32/RPi/Jetson)
Enable AI automation even in offline environments
Integrate real-world sensors, smart devices, and BIM data
🛠 Tech Stack & Tools:
AI/ML: Python, PyTorch, HuggingFace, ExLLaMA, TensorFlow, OpenAI API, LangChain, FAISS, LlamaIndex
CV & Imaging: YOLOv5/v8, OpenCV, DeepSort, PaddleOCR, MediaPipe
Embedded: Arduino IDE, PlatformIO, ESP-IDF, MQTT, I2C/SPI/UART, low-power logic
BIM: STAAD.Pro Open API, Revit API, Dynamo Scripts, AutoCAD automation
Languages: Python, C/C++, C#, SQL, MATLAB, Bash, JavaScript (minimal)
🌍 Industries Served:
Smart Surveillance & Traffic Automation
Structural Engineering & Digital Construction
Industrial IoT Systems
AI Document Assistants and Chatbots
Trading bot developers
Steps for completing your project
After purchasing the project, send requirements so Ayazullah can start the project.
Delivery time starts when Ayazullah receives requirements from you.
Ayazullah works on your project following the steps below.
Revisions may occur after the delivery date.
Database schema is required
client will provide the database schema , structure etc.