ishika gupta

Software Engineer

JP Morgan Chase & Co•  August 2022 - September 2022•  Hyderabad, Telangana India

Developed a multilabel classification model with 93% accuracy for a chatbot designed to get answers and information on risks and control management data of the firm using python-based NLP techniques, ML (Naïve Bayes, SVC, Logistic Regression, Decision Tree), deep learning (ANN), transformer-based (DistilBERT), and LLMs. Strengthened risk management by ensuring that user-provided text contains all necessary details for effective risk control assessment.

Arizona State University, Tempe

Data Science, MS•  August 2023 - May 2024•  GPA: 4

Relevant coursework: Business Process Analytics, Analytical Decision Modeling, Quantitative Risk Management, Enterprise Data Analytics, Descriptive and Predictive Statistics, Python for Data Analytics, Machine Learning in Business, Unstructured Data Analytics, AI and Data Analytics Strategy

CBIT, Hyderabad (Chaitanya Bharathi Institute Of Technology)

Information Technology, BE•  August 2019 - May 2023•  CGPA: 9.1

Relevant coursework: Data Science with Python, Artificial Intelligence, Big Data Analytics, Data Warehousing and Data Mining, Database Management Systems, Probability and Statistics, Cloud Computing