karishmarana02
About Candidate
Education
Specialized in Machine Learning
Specialized in Artificial Intelligence
Work & Experience
● 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.
● 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.