Deboshruti Biswas
@deboshrutibiswas
Machine Learning Engineer at TCS
Bengaluru, Karnataka
Deboshruti Biswas is an experienced IT Analyst with expertise in Machine Learning and cloud technologies. She has extensive experience conducting OCR and data extraction using AWS services like Textract and Lambda. Her background also includes process improvement using ServiceNow and deep technical skills in Mainframe development (COBOL, JCL, DB2) and providing 24/7 support.
Experience
Machine Learning Engineer
TCS
Conducted optical character recognition (OCR) and extracted key-value pairs/table data from multi-page PDFs uploaded to S3. Performed image pre-processing (grayscaling, binarization, contrast adjustment) using Python. Utilized AWS Textract to convert PDFs to JSON via AWS Lambda. Parsed JSON to extract key-value pairs and tables, creating a data frame with confidence scores, and sending documents for AWS A2I Human review for rectification.
Technical Documentation Analyst
TCS
Trained project workforce on change requests and incident raising using ServiceNow. Identified process improvements for Workplace Savings (WPS) by analyzing the ServiceNow CMDB Database. Managed document libraries and collaboration sites using Microsoft SharePoint, assisting with design and change documentation. Performed audits to identify process gaps during change requests/incidents.
Mainframe Developer
TCS
Worked on the Future Product Framework (FPF-Mature Savings) team. Responsible for understanding requirements from Business Analysts (BA) and creating Low Level Documents (LLD). Collaborated with senior SMEs to create/modify jobs. Prepared test JCLs for Unit and Component testing, ensuring adherence to coding standards, and providing post-deployment support.
Mainframe L2 Support Engineer
TCS
Provided 24*7*365 monitoring of scheduled batch jobs and file transfers for multiple Insurance Group backends (Claims, Auto, Property, Billing). Performed enhancements/automation for batch jobs, significantly reducing manual job restoration time.
Education
Institute of Technical Education & Research (ITER)
B.Tech
Mechanical Engineering
D.B.M.S English School
ISC
D.B.M.S English School
ICSE
Licenses & Certifications
Data Science with Python
Simplilearn
Machine Learning
Simplilearn
Microsoft Azure Basics (AZ-900)
Simplilearn
PostgreSQL
Udemy
Professional in JCL, COBOL & DB2
Brain bench