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Deboshruti Biswas

@deboshrutibiswas

Machine Learning Engineer at TCS

Bengaluru, Karnataka

TCSInstitute of Technical Education & Research (ITER)

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

Full-timeOct 2021 - PresentBengaluru

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

Full-timeJan 2021 - Aug 2021Bengaluru

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

Full-timeSep 2019 - Dec 2020Bengaluru

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

Full-timeOct 2016 - Jul 2019Chennai

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

Jan 2016Grade: 9.08/10

D.B.M.S English School

ISC

Jan 2012Grade: 77.60%

D.B.M.S English School

ICSE

Jan 2010Grade: 81.00%

Licenses & Certifications

Data Science with Python

Simplilearn

• No expiration

Machine Learning

Simplilearn

• No expiration

Microsoft Azure Basics (AZ-900)

Simplilearn

• No expiration

PostgreSQL

Udemy

• No expiration

Professional in JCL, COBOL & DB2

Brain bench

• No expiration

Skills

AWS S3
AWS Lambda
AWS Textract
AWS A2I
DynamoDB
Python
NumPy
Pandas
Scikit-learn
SQL
PostgreSQL
Supervised Learning
Regression
Classification
Mainframe
JCL
COBOL
DB2
ServiceNow
SharePoint
Microsoft Azure