Pre-Trained LLM for SQL Query Optimization
Budget: $30 – $250 USD
I'm in need of a highly skilled Python developer to develop a Pre-Trained Language Model (LLM) that can efficiently validate and optimize SQL queries. It's crucial that the LLM can identify syntax errors and provide practical query optimizations. It should function like a SQL-Validator, providing error detection and suggested improvements alike (Compare between the Queries).
Key Responsibilities:
- Develop a Pre-Trained LLM in Python with SQL validation and optimization capabilities.
- Interface the model with SQL database schemas.
Skills & Experience Required:
- Proven experience in Python programming.
- Prior experience in developing or working with LLMs.
- Deep understanding of SQL databases and query optimization techniques like CUPID.
- Relevant experience in developing SQL Validators is a major plus.
The SQL database platform compatibility isn't defined yet, so building the model with broad compatibility, or the ability to handle multiple database types is preferable. We have specified Python as the primary programming language for this task, so integrating the LLM with Python is a must.
Key Responsibilities:
- Develop a Pre-Trained LLM in Python with SQL validation and optimization capabilities.
- Interface the model with SQL database schemas.
Skills & Experience Required:
- Proven experience in Python programming.
- Prior experience in developing or working with LLMs.
- Deep understanding of SQL databases and query optimization techniques like CUPID.
- Relevant experience in developing SQL Validators is a major plus.
The SQL database platform compatibility isn't defined yet, so building the model with broad compatibility, or the ability to handle multiple database types is preferable. We have specified Python as the primary programming language for this task, so integrating the LLM with Python is a must.