Prashanth Nadavati
System Engineer at Tata Consultancy Services
Based in Bengaluru, India
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Seniority
Staff
Department
Information Technology
Location
Bengaluru
Industry
IT Services and IT Consulting
Company size
723K
Contact information
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p•••••••@tcs.com
Phone
5 credits+91 ••• •••• ••••
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Background
About Prashanth Nadavati
Developed an interactive dashboard with visualizations and key metrics usingStreamlit for a client in the Insurance industry Collaborated with business stakeholders to generate use-case report files usingPython, involving data extraction from diverse data sources such as Snowflake,Oracle, and SQL Server. Responsibilities included Data preprocessing, Modeling,KPI identification, and delivering actionable insights We developed a proof of concept (POC) to automate an end-to-end solution thatprocesses image and metadata input via an API. The system extracts text from theimage using the Textract service and stores the extracted data in DynamoDBtables. We also utilized AWS Lambda for serverless compute, S3 buckets forstoring uploaded images (with support for both presigned POST and PUT objectuploads), and AWS Step Functions to orchestrate the workflow Conducted image processing using OpenCV, performing text and table extractionfrom image-based documents (such as semi-structured bills and invoices) utilizingthe Paddle OCR library. Additionally, extracted tables from text-based PDFs withsemi-structured table format
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