The AI/ML Developer role focuses on developing and deploying advanced AI solutions for port and terminal logistics. Key responsibilities include:

• Building multi-agent AI frameworks and optimizing ML/DL models.
• Designing ML pipelines and managing large-scale data handling (Spark, Hadoop, Kafka).
• Deploying AI on cloud and on-prem (AWS, GCP, Docker, Kubernetes).
• Implementing optimization models for scheduling and resource allocation.
• Researching emerging AI techniques like generative models and reinforcement learning.
• Integrating AI with logistics operations and ensuring compliance.

Ideal candidates should have strong Python skills, experience with AI/ML frameworks (TensorFlow, PyTorch), data engineering, NLP, and DevOps expertise. Let me know if you need a more specific breakdown!