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Lead AI Engineer

1 month ago

Rajkot, Gujarat, India Search Matrix Full time
Lead AI Engineer

We are seeking a visionary Senior AI Engineer with a minimum of 3 years of experience to lead the development of an advanced AI system leveraging CrewAI and LangChain tools to build intelligent, collaborative multi-agent systems for the logistics domain.

Key Responsibilities:
  • Design & Architecture: Architect and implement a multi-agent AI system using CrewAI for task collaboration, communication, and real-time logistics optimization. Integrate LangChain tools for natural language understanding, contextual reasoning, and knowledge retrieval.
  • AI Agent Development: Develop autonomous agents capable of dynamic decision-making, task delegation, and seamless inter-agent communication. Use LangChain to enhance agent capabilities, such as reasoning over unstructured data and interfacing with external knowledge bases.
  • A/B Testing & Experimentation: Design and execute A/B tests to compare AI agent strategies, workflows, and decision-making models under varying scenarios. Develop and implement metrics for evaluating system performance (e.g., latency, accuracy, scalability).
  • Beta Testing & Real-World Simulation: Set up controlled beta testing environments that mimic real-world logistics operations. Simulate edge cases, bottlenecks, and high-load scenarios to ensure system robustness and scalability. Gather feedback from beta users and iterate on the system to address discovered issues.
  • Progress Demonstration: Develop dashboards and visualizations to showcase key performance indicators (KPIs) and test results. Implement tools to log and track agent interactions, decision outcomes, and error rates in real-time. Regularly present progress to stakeholders, highlighting improvements and areas for refinement.
  • Optimization & Scalability: Optimize multi-agent interactions and resource allocation for real-world logistics challenges. Ensure the system scales seamlessly for complex operations involving high volumes of agents and data.
Requirements:
  • Education: Bachelors or Masters degree in Computer Science, Artificial Intelligence, Machine Learning, or a related field (Ph.D. preferred).
  • Experience: 3 years in AI development, with experience in multi-agent systems, logistics, or related fields. Proven experience in conducting A/B testing and beta testing for AI systems. Hands-on experience with CrewAI and LangChain tools.
  • Technical Skills: Proficiency in Python and machine learning frameworks (e.g., TensorFlow, PyTorch). Strong understanding of A/B testing platforms and methodologies for AI systems. Expertise in building beta testing pipelines and real-world simulation environments.
About Search-Matrix

Search-Matrix is a technology-driven company that focuses on developing innovative solutions for the logistics industry. We are committed to delivering cutting-edge products and services that meet the evolving needs of our customers.