One of the notable projects I worked on was KNN customer segmentation. This project involved building complete data pipelines on a 190MB database and using KNN, Gaussian, and Hierarchical Clustering algorithms to cluster clients. I played a significant role in this project by implementing the data preprocessing and cleaning steps, as well as designing and implementing the KNN algorithm. My contributions were critical to the success of the project, and the team was impressed with the results we achieved.During my internship, I also introduced some new ideas that were implemented by the team. For example, I suggested using a new data visualization library, which helped to improve the team's analysis and decision-making processes.

Selected based on overall project overview and interview▪ Tutored 15 understudy - helping in their Undertaking guide them for finishing project; supporting they're potential▪ Teaching them essential libraries of python and still we completed 50% work of total project work