Automating code generation, SQL query formulation, and data preprocessing pipelines is a crucial step toward intelligent and efficient software development. This project aims to leverage large language models (LLMs) to address these challenges by developing a comprehensive framework that seamlessly integrates LLM capabilities for generating accurate and optimised code, constructing complex SQL queries, and automating data transformations. By combining advancements in natural language understanding, algorithm synthesis, and debugging, the proposed framework will enable developers to efficiently process natural language problem descriptions and translate them into executable code. This research seeks to streamline workflows across diverse domains, from software engineering to data engineering, advancing innovation and reducing the complexity of programming tasks. You can have a look at our MapCoder and CodeSim paper published in ACL 2024 and NAACL 2025.
Similar Positions
-
Database Developer And Software Support, CSIRO, Australia, 17 days ago
Acknowledgement of Country CSIRO acknowledges the Traditional Owners of the land, sea and waters, of the area that we live and work on across Australia. We acknowledge their continuing connection ...
-
Cloud Platform Principal Aws, RMIT University, Australia, about 13 hours ago
Overview: Permanent full-time position based at our Melbourne CBD campus (hybrid work model), and flexible working arrangements to support work-life balance Exciting opportunity to shape the futur...
-
Senior Antenna Servo Technician, CSIRO, Australia, about 22 hours ago
Acknowledgement of Country CSIRO acknowledges the Traditional Owners of the land, sea and waters, of the area that we live and work on across Australia. We acknowledge their continuing connection ...
-
Web Hosting System Administrator, CSIRO, Australia, 3 days ago
Acknowledgement of Country CSIRO acknowledges the Traditional Owners of the land, sea and waters, of the area that we live and work on across Australia. We acknowledge their continuing connection ...
-
People Soft Platform Lead, RMIT University, Australia, 7 days ago
Overview: Permanent full-time position based at our Melbourne CBD campus (hybrid work model), and flexible working arrangements to support work-life balance An exciting opportunity for a motivated...
-
Ve Senior Services Officer, RMIT UNIVERSITY, Australia, about 16 hours ago
Full-time, Fixed-Term position until 20 September 2026 Salary Level HEW 6 + 17% Superannuation and Flexible Working Arrangements Based on the Melbourne CBD campus, however, may be required to work...