Requirements:
• Excellent programming skill in Python
• Deep understanding and Excellent programming skill of OOP concepts
• Deep understanding of clean architecture concepts
• Deep understanding design ML cycle from data split to validation and retraining
• Deep understanding design model hyper parameter tuning structure
• Deep understanding model validation process
• Deep understanding Pandas, Numpy
• Deep understanding Sklearn, Tensorflow2, Pytorch, Statmodel
• Deep understanding transformers, huggingface
• Deep understanding opencv, mediapipe, yolo
• Understanding LLM concepts
• Deep understanding design patterns like: abstract factory, singleton


Soft Skills:
• Team working
• Strong Communication Skill
• learning is high priority for you
• Multi task

Has positive point:
• Familiar with basic conflict management
• Familiar with agile concept
• Familiar with docker
• Familiar with jira