karishmarana02

About Candidate

Education

M
Masters in Computer Science 2023
Georgia Institute of Technology

Specialized in Machine Learning

B
Bachelors in Computer Science 2022
Georgia Institute of Technology

Specialized in Artificial Intelligence

Work & Experience

D
Data Science Consultant 08-2023
OnIndus

● Transforming construction data into image classification and decision tree model implementations to project progress and detect scheduling delays. ● Perform data analytics to create Power BI dashboards and use SQL and Tableau in regards to construction financials, scheduling and project management to advise on best planning practices. ● Creating and winning RFPs and SoWs for 20+ projects. Gaining expertise in e-Builder, Procore and Kahua.

M
Machine Learning Engineering Intern 05-2023 - 08-2023
Freddie Mac

● Working in Investments and Capital Markets and Single-Family acquisitions to implement Natural Language Processing (NLP) to predict and detect delays in approvals of Legal, Process and Cyber compliance. ● Using Generative AI and Transformers based Large Language Models (LLMs) to create a question and answering bot to assist Project Managers in generating use cases, project risks, high priority items and more. ● Using census, credit and mortgage data to predict areas in need of higher financial education for home ownership. ● Business Case Study finalists for creating a subsidized housing program for low-income Gen Z homeowners.