01Role-Specific Prep PathsStructured 6-10 week preparation plans tailored to each AI/ML role. Choose your path, understand time commitments, and navigate your interview prep journey.02MLE Prep Path8-week preparation plan for Machine Learning Engineer interviews - week-by-week schedule with daily topics, practice problems, and milestone checkpoints.03AI Engineer Prep Path6-week preparation plan for AI Engineer interviews - LLMs, RAG, agents, prompt engineering, and production AI systems.04MLOps Engineer Prep Path8-week preparation plan for MLOps Engineer interviews - infrastructure, pipelines, monitoring, and production ML systems.05Data Scientist Prep Path6-week preparation plan for Data Scientist interviews - statistics, SQL, A/B testing, business case studies, and ML fundamentals.06Research Engineer Prep Path10-week preparation plan for Research Engineer interviews - paper reading, algorithm implementation, math foundations, coding, research taste, and presentation skills.07Data Engineer Prep Path6-week preparation plan for Data Engineer interviews - SQL mastery, data modeling, distributed systems, pipeline design, coding, and system design.
