Manaswini Suthrala
Hyderabad
Summary
Results-driven Data Engineer and Application Developer at Tata Consultancy Services with 3+ years of experience building scalable data and AI solutions using Python, SQL, and cloud platforms (Google Cloud Platform, Azure). Developed LLM-powered HR survey intelligence systems leveraging NLP, BigQuery, and prompt engineering to automate sentiment analysis and reduce manual analysis by 60%. Built intelligent document processing pipelines using Azure AI services by training ML models for document data extraction, combined with OCR and Python-based JSON processing to improve extraction accuracy and operational efficiency, enabling reliable data-driven business insights.
Overview
8
8
years of professional experience
2
2
Certifications
Work History
Data Engineer and Application Developer
Tata Consultancy Services
02.2022 - Current
- Developed an LLM-based HR survey analytics application on Google Cloud Platform (GCP) to automate sentiment analysis, topic extraction, thematic categorization, and identification of improvement areas, reducing manual analysis time by 60%.
- Implemented advanced sentiment and emotion intelligence using deep NLP models to detect tone, intensity, and subtle emotional signals beyond standard positive/negative classification, uncovering hidden dissatisfaction trends.
- Generated actionable workforce insights by identifying key drivers of employee engagement and eNPS (Employee Net Promoter Score), enabling leadership to take targeted improvement actions.
- Utilized BigQuery for large-scale trend analysis, data validation, and performance benchmarking, improving query efficiency by 40%.
- Applied prompt engineering techniques to enhance contextual interpretation of large survey datasets and improve data analysis accuracy.
- Developed Python scripts to process and optimize JSON outputs, improving data processing accuracy and reducing errors by 30%.
- Built intelligent document processing workflows using Azure Document Intelligence Studio, training custom models to extract structured data from diverse document formats.
- Partnered with QA and data teams to refine assurance scripts, increasing OCR accuracy by 25% and improving document processing reliability.
- Created custom assurance templates to ensure 100% compliance across multi-format document workflows.
Intern
Telangana State Government
Hyderabad
08.2018 - 02.2019
- Designed and developed Foldscope-based microscopy instruments, improving portability and accessibility for biological observations and field research.
- Developed MATLAB-based tools for biological data analysis, streamlining data processing and improving research accuracy.
- Supported data collection, analysis, and community outreach initiatives for local government projects, contributing to research insights and policy impact assessments.
Education
MBA/PGDM - Systems
Osmania University
Hyderabad01-2025
Skills
Programming
- Python
- SQL
Data Tools
- Pandas
- Excel
- Data Visualization
Cloud & AI
- Google Cloud Platform
- BigQuery
- Generative AI
- Prompt Engineering
Projects
AI-Powered HR Survey Intelligence Platform
- Built an LLM-powered analytics platform on GCP to transform large employee feedback datasets into structured insights using automated sentiment and topic analysis.
- Leveraged BigQuery and advanced prompt engineering to perform scalable workforce trend analysis and improve interpretation of large survey datasets.
- Delivered data-driven engagement insights that supported leadership decisions around employee satisfaction and organizational improvement.
Intelligent Document Processing System
- Developed an AI-driven document processing pipeline using Azure Document Intelligence, training custom models to automatically extract structured data from complex business documents.
- Implemented Python-based data refinement and validation workflows to improve the accuracy of extracted information and streamline document processing operations.
- Enhanced document reliability through OCR optimization and assurance workflows, ensuring high data quality across multiple document formats.
Phone
+91, 8340944490
Certification
Generative AI Leader Certification
Accomplishments
Won the TCS Innovista Award for developing an AI-driven HR Survey Analysis solution that reduced manual analysis effort and helped strengthen and expand business collaboration with the client.
Timeline
Data Engineer and Application Developer
Tata Consultancy Services
02.2022 - Current
Intern
Telangana State Government
08.2018 - 02.2019
MBA/PGDM - Systems
Osmania University