07 Oct
|
Happiest Minds Technologies
|
Bengaluru
07 Oct
Happiest Minds Technologies
Bengaluru
AI Developer Workflow Automation
Role Overview
We are seeking an AI Developer to design, build, and deploy intelligent automation solutions that enhance software and embedded development workflows. This role combines expertise in Large and Small Language Models with developer tooling, test automation, and embedded systems. You will work at the intersection of AI/ML, software engineering, and embedded firmware to deliver scalable, high-impact productivity solutions.
Key Responsibilities
Workflow Automation
• Design and implement AI-driven pipelines for automated code generation from technical specifications, requirements, and documentation.
• Develop intelligent systems for processing, analyzing, and synthesizing technical documents.
• Create solutions to automate repetitive software development and testing tasks.
• Integrate LLM/SLM-powered tools into IDEs and developer workflows to boost engineering productivity.
• Implement Retrieval-Augmented Generation (RAG) systems for effective knowledge management across codebases and documentation.
Small Language Model Development for Embedded Test Automation
• Develop, fine-tune, and deploy compact Small Language Models (1B?7B parameters) to automate the generation, execution, and validation of embedded test cases.
• Fine-tune SLMs (e.g., Llama 3.x, Gemma, Microsoft Phi series) using techniques such as LoRA and QLoRA on embedded-specific datasets including:
• C header files
• Firmware requirements
• Historical test cases and logs
• Build RAG-based test generation pipelines that convert embedded requirements into:
• Executable C test cases
• Python-based test frameworks (e.g., PyTest, Cantata)
• Simulation and validation scripts
• Adapt model outputs to project-specific APIs, data structures, and coding standards to minimize hallucinations and ensure syntactic correctness.
• Generate C-code skeletons, stubs, and protocol-specific test logic (CAN, SPI, UART, I2C, etc.).
Integration, Deployment & Optimization
• Integr
📌 MODULE LEAD (Bengaluru)
🏢 Happiest Minds Technologies
📍 Bengaluru