Illumination Works

AI Engineer

• Design, develop, and deploy AI solutions leveraging LLMs, RAG, and agentic AI architectures
• Design, evaluate, and maintain a seamless generative pipeline that accepts user queries/prompts in conversational language, handles real-time prompt orchestration to generate safe SQL, extracts required insights, and reformats raw datasets into clean, actionable, human-readable answers
• Evaluate business processes and identify opportunities where generative AI and autonomous agents can improve efficiency, decision-making, and customer outcomes
• Architect multi-agent and agentic workflows using modern frameworks
• Develop AI systems that effectively utilize tools, APIs, enterprise data sources, and external services to perform complex tasks
• Implement prompt engineering, model evaluation, guardrails, observability, and governance practices for production AI applications
• Build and optimize RAG pipelines, vector databases, knowledge retrieval systems, and semantic search capabilities
• Assess emerging AI models and technologies to determine the most effective and cost-efficient solutions for client needs
• Integrate AI capabilities into enterprise software ecosystems, cloud platforms, and business workflows
• Design and implement AI monitoring, testing, evaluation, and continuous improvement processes
• Collaborate with business stakeholders, solution architects, software engineers, and data scientists to deliver AI-driven solutions
• Present AI concepts, recommendations, architectures, and implementation strategies to technical and executive audiences