Umang Kavedia

Software Engineer - Capstone Collaboration at Tint Technologies Inc.

Automated data acquisition from lab hardware by building PyQt interfaces integrated with PyVISA, reducing manual logging time by 70% and ensuring consistent, high-throughput ingestion with robust error handling. Built a full-stack Django web application with real-time dashboards, interactive heatmaps, and session-based device tracking to visualize test results, supporting faster R&D analysis and reducing feedback cycles by 40%. Engineered backend logic using Pandas, NumPy, and color-science to compute electrochemical and optical KPIs (e.g., VLT, lab values, CE), and visualized them with Matplotlib and Plotly with dynamic heatmap overlays. Trained lightweight ML models using TensorFlow to predict device check-in/out outcomes and compute KPIs without physical tests, saving over 20 hours in weekly reviews. Deployed the solution in a Dockerized environment and collaborated in an Agile setup using GitHub, Asana, with PostgreSQL powering backend data storage across Linux-based lab infra. Pro

Software Developer Intern at ASANTE Inc.

Architected a cloud-native Campaign Management Platform using Python (FastAPI), AWS, and PostgreSQL, enabling 500+ active users through scalable microservices and event-driven workflows. Built secure REST APIs with AWS Lambda and API Gateway, and implemented Role-Based Access Control (RBAC) and JWT authentication to protect user data across four access tiers. Developed responsive, modular React.js UI components from Figma designs, improving cross-device accessibility and reducing design-to-deploy time by 35%. Engineered and tested high-performance API services by integrating REST and gRPC protocols and validating business logic with Postman and automated test suites, reducing integration bugs and improving backend reliability. Streamlined CI/CD workflows by automating build, test, and deployment pipelines with Jenkins and AWS CodePipeline, cutting deployment time by 40% and ensuring code quality through linting and PyTest-based unit testing. Instrumented production observability by imp

Software Engineer - Capstone Collaboration at Tynt Technologies Inc

Automated data acquisition from lab hardware by building PyQt interfaces integrated with PyVISA, reducing manual logging time by 70% and ensuring consistent, high-throughput ingestion with robust error handling.

Software Developer Intern at ASANTE Inc

Architected a cloud-native Campaign Management Platform using Python (FastAPI), AWS, and PostgreSQL, enabling 500+ active users through scalable microservices and event-driven workflows.

Software Engineer at Aditya Birla Sun Life Insurance Company Ltd.

Designed and deployed Java-based microservices using Spring Boot and MySQL for policy lifecycle management and claims adjudication, reducing processing latency by 25% and handling 10K+ daily transactions. Implemented Apache Kafka for asynchronous event processing across modules like claims tracking and KYC verification, enabling decoupled service communication and reducing customer response delays by 40%. Built secure RESTful APIs with Spring Security and JWT for policy holder access and internal dashboards; enforced RBAC and input validation, improving compliance and reducing support tickets by 30%. Orchestrated deployments using Docker and GitHub Actions, and integrated Prometheus-Grafana for service monitoring, improving SLA adherence and reducing MTTR across production incidents. Optimized backend logic with Redis caching and database indexing, enhancing retrieval speed for frequently accessed policy and premium data and improving system throughput during peak usage. Collaborated w