You will get AI-Driven Neural NLP-to-SQL Generator
Project details
You’ll receive a smart AI-driven NL→SQL system built using Machine Learning, Natural Language Processing, Python, and Data Science. The solution translates natural language requests into accurate SQL queries, enabling non-technical users to interact with databases effortlessly. I design the full workflow — from intent parsing and entity extraction to SQL generation, validation, and deployment — ensuring precision, reliability, and seamless integration into your product or internal tools.
Machine Learning Tools
Azure Machine Learning, ChatGPT, Cloudera, Databricks MLflow, deeplearn.js, Deeplearning4j, Fiddler.ai, GPT-3, Python, Python Scikit-Learn, PyTorch, TensorFlow, Vertex AIWhat's included
| Service Tiers |
Starter
$700
|
Standard
$1,500
|
Advanced
$4,000
|
|---|---|---|---|
| Delivery Time | 7 days | 14 days | 30 days |
Number of Revisions | 1 | 2 | 3 |
Number of Model Variations | 0 | 2 | 5 |
Number of Scenarios | 1 | 3 | 7 |
Number of Graphs/Charts | 1 | 2 | 4 |
Model Validation/Testing | |||
Model Documentation | |||
Data Source Connectivity | |||
Source Code |
Frequently asked questions
About Serhii
AI Developer | AI Machine Learning | AI Art | AI Chatbot | AI Video
Novovolynsk, Ukraine - 10:43 am local time
Over the past decade, I’ve successfully delivered 70+ AI projects across startups, agencies, and enterprises - consistently improving performance, efficiency, and business outcomes with measurable impact.
**Key Achievements & Results:
- Increased model accuracy from 76% → 98.4% on large-scale prediction systems.
- Reduced manual workloads by up to 90% through end-to-end AI automation.
- Delivered AI pipelines processing over 1.5 TB of data daily with real-time insights.
- Built AI chatbots handling 100K+ daily user interactions and improving engagement by 240%.
- Created AI art and video generation platforms producing 250,000+ unique creative assets monthly, cutting production costs by 70%.
- Developed computer vision solutions with YOLOv8 + PyTorch reaching 99.2% detection accuracy and <45ms response time.
- Integrated predictive analytics models that boosted marketing ROI by 52% and sales forecasting accuracy by 33%.
**Core Skills & Tech Stack:
- AI & Machine Learning: Machine Learning, Deep Learning, Neural Networks, Artificial Intelligence
- Frameworks & Tools: TensorFlow, PyTorch, Scikit-Learn, OpenCV, FastAPI, LangChain
Programming: Python, JavaScript
- Specialties: Natural Language Processing (NLP), Computer Vision, AI Chatbots, AI Art & Video Generation, Data Science, Predictive Analytics
- Methodologies: Reinforcement Learning, Transfer Learning, Model Optimization, LLM Integration
I have strong experience in Python, TensorFlow, PyTorch, NLP, and Computer Vision, and I’ve deployed production-grade AI systems that run across cloud platforms, handle millions of data points, and deliver real business value - not just prototypes.
**Project Highlights:
- AI Chatbot Platform: (OpenAI + LangChain + FastAPI) - scaled to over 120K+ users/day, reducing support response time by 80%.
- AI Art & Video Generator: for a creative brand - automated visual production, generating 10K+ unique videos weekly and saving hundreds of man-hours per month.
- Computer Vision App: YOLOv8 + PyTorch real-time detection system - processed 1.2M frames/day with 99% precision.
- Data Science Engine: built a predictive analytics model that increased lead conversion by 41% and optimized ad spend by 28%.
- NLP Pipeline: fine-tuned BERT-based models to process 10M+ text entries, achieving 98% sentiment accuracy.
I’m passionate about Artificial Intelligence, Machine Learning, NLP, Deep Learning, and Computer Vision - creating AI systems that learn, adapt, and perform at scale.
If you need someone who combines creative thinking, deep technical expertise, and business-driven AI strategy, I’m the one to turn your idea into a high-performance, scalable AI product.
What’s the most ambitious AI project you’d like to bring to life next?
Steps for completing your project
After purchasing the project, send requirements so Serhii can start the project.
Delivery time starts when Serhii receives requirements from you.
Serhii works on your project following the steps below.
Revisions may occur after the delivery date.
Data & Schema Analysis
Review DB structure and map tables, fields, and relationships.
NLP Intent Modeling
Build an NLP model to interpret user queries and detect intent.