Kushal Reddy

Developed React front ends and Node.js API layers for internal data-quality and reconciliation tooling, implementing RESTful endpoints, form validation, and responsive layouts for cross-team usage. Automated Jenkins, GitLab CI, and GitHub Actions pipelines using Terraform infrastructure as code and Docker/Kubernetes deployments across environments. Integrated LLM tool-calling into conversational AI services with restricted retrieval and human-in-the-loop escalation, owning backend orchestration and exception handling for model calls. Investigated inconsistent metric discrepancies across analytics integrations, traced root cause to mismatched event schemas, and standardized queries to eliminate recurring reporting defects.

Built full-stack internal web applications with React and Node.js REST APIs, implementing secure authentication, role-based access control, and admin panels for healthcare operations teams. Developed Python backend services on Databricks processing 10M+ records daily, designing database schemas and optimizing queries for dashboard reporting under load. Engineered event-driven services using Kafka consumers and Flink stateful aggregation, integrating Debezium CDC for ordered change propagation across distributed systems. Optimized frontend rendering and API response times across learner and operator dashboards to reduce page load latency and improve cross-device usability. Diagnosed recurring SLA breaches from non-idempotent reruns and redesigned Airflow backfill logic to guarantee idempotency, reducing failure rates by 30% and improving reliability by 35%.

Developed backend services and RESTful APIs supporting batch and streaming ETL for financial data reconciliation, integrating PostgreSQL layers with application business logic. Built internal React reporting interfaces backed by Spring Boot APIs to give operations teams self-service access to reconciliation status and validation results. Improved maintainability by standardizing error handling and technical documentation across web and data services, reducing production escalations and shortening defect turnaround.