About

Sanskriti Bora is a skilled Software Engineer with over 3 years of relevant experience in the field. Currently working at UBS AG Group in Pune, she is a graduate of Cummins College with a major in Computer Science. Sanskriti has a keen interest in data science and machine learning, having previously interned with Inteliment Technologies Pvt. Ltd as a Data Science and Machine Learning Engineer for Rubiscape platform. During her time at Inteliment, Sanskriti worked on various use cases such as health care, insurance, cyber-security, and banking. She performed data cleaning, pre-processing, null handling, missing value imputation in Python for large datasets with 2.5+ million records. She processed and compared various classification models such as gradient boosting, adaboost, knn, support vector machine, naïve bayes, centroid-based clustering, distance-based clustering, and k-means to improve the accuracy of the model. She improved the accuracy of the model using feature selections and applied machine learning algorithms like classification, clustering, sentiment analysis, linear regression, logistic regression, and correlation. She achieved 96% accuracy on the trained dataset and 74% on the test dataset using random forest classification. She validated the accuracy of the model using confusion matrix and evaluated the performance of the model on rubics platform using Accuracy, Precision, Recall & F1 Score performance measures. She also performed data analysis to check for patterns in the data and displayed data visualization reports involving graphs, charts, and summary statistics using PowerBI on healthcare and insurance data. Sanskriti has also worked on a project with Citi Bank on the NSE/BSE arbitrage recommendation system as part of Citi Bridge program. She is a team-oriented person with the ability to develop and execute ideas and initiatives. She is committed to taking up challenging assignments in multiple locations and meeting goals alongside diverse teammates. Sanskriti has also worked as a Software Developer Intern at Omphalos LLC, where she built multiple widgets for an e-learning blackboard. Sanskriti's technical skills include Software Engineering, Machine Learning, Data Science, Recommendation system, Python, Sentiment Analysis, SVM, Random Forest, Java, Big Data, Neural Networks, and Spring. She is a highly motivated and dedicated individual who is always eager to learn and grow in her career.