In this term paper, a neuro-fuzzy-based shrewd framework is created for team part execution assessment. There are five inputs and one yield in this framework. Engagement study, worker fulfillment, a special project take a toll, days within the final 30 days, and absence are the inputs. The рerfоrmаnсе score of а teаm membеr is the оutрut. The participation capacities exist for each input and yield. Three participation capacities exist for each input. Four participation capacities show up within the yield. Within the proposed work segment, certain participation capacities are talked about. MATLAB is used to carry out the complete venture. The information was gotten through Kaggle. The proposed innovation includes a 92% exactness rating.