V Krishna Kumar

• Automated payment registry systems, saving 30 mins of manual effort daily.
• Automated email extraction via Graph API, saving 2 hours daily through streamlined reporting.
• Used Amazon Textract to extract PDF table data into Excel, saving 1 hour daily; built a Human-In-The-Loop (HITL) layer for accuracy verification before DB updates.
• Deployed Python-based Lambda functions, Step Functions, and API Gateway using CloudFormation, reducing manual intervention significantly.
• Designed an AWS multi-region active-hot standby architecture for high availability and disaster recovery with minimal failover delay.
• Implemented SQL validations for loan document processing using Textract + Python + cx_Oracle, reducing verification from hours to minutes.
• Built a CloudWatch metric design system and dashboard to visually monitor Lambda/S3/Step Function process health with log insights.

• Automated tax reporting using SAS and Python, saving 45 min/day and $30,000 annually in vendor costs.
• Automated email deletion, Salesforce request creation, and attachment downloads — saving cumulative hours weekly.
• Created multiple SAS reports improving data accessibility and decision-making across teams.

• Built topic modeling + logistic regression pipeline (80% accuracy) to classify unstructured NIGO form text.
• Developed Tableau dashboard to visualize rejection reasons and provide actionable recommendations.

• Liaised with clients to gather and update requirements; developed and customized reports per spec.
• Supervised 2 associates, boosting team efficiency by 20%.
• Automated Time-Sheet report generation (saved 15 min/day) and built incident data dashboard for management presentations.