Nikhil Kumar Thakur

About Nikhil Kumar Thakur

As a Senior Data Scientist at Deloitte, I specialize in creating innovative AI and ML…

Experience

1. Data Scientist

   Deloitte

   Jun 2021 — Present · Hyderabad, IN

   Utilize fuzzymatch techniques to group similar texts together, normalizing them into a singular string • Analyze the survey data to gauge key employee emotions using word clouds• Extract relevant information using the invoice2data method, and design vendor-specific templates • Harness Azure Form Recognizer to pinpoint tampered sections in invoices• Evaluate policy and expense compliance data for fraud detection, focusing on Amex and Time & Expense records • Automate policy rule extraction, exploring Generative AI techniques for fraud transaction identification• Implement Azure Open AI and Lang chain to generate rules from Expense Policy documents• Input generated rules into SQL database chain to extract records • Explore alternative open-source models to build similar pipelines• Employ object detection models, such as YOLO and label-studio and identify charts and graphs within documents like PDFs and PPTs• Collaborate cross-functionally on various adhoc projects• Develop dashboards and data visualization tools using Tableau• Play an active role in team-building exercises and spearhead team meetings• Conduct manual tests on developed tools and collaborate on enhancements

Education

• Kakatiya University

  Bachelor of Technology - BTech

• International School of Engineering (INSOFE)

  Post Graduate Program

  2019 — 2020