Praneeth Kollati

Software Engineering Intern at Fleur Forever (CWRU)

Designed and deployed dynamic web flows using React.js and Node.js, taking full ownership of end-to-end feature implementation in a production environment. Refactored backend queries and optimized data structures, reducing application response time by 35% and improving system reliability for user-facing features. Co-engineered AI-powered features with stakeholders, integrating generative models into the live product pipeline.

Graduate Teaching Assistant at Case Western Reserve University

Mentored 50+ graduate students on Scalable System Design and Database Optimization, guiding them through the implementation of large-scale software architectures. Conducted code reviews and debugging sessions, emphasizing best practices in core algorithms and memory management for efficient software components.

CAP Associate (Automation & Tooling Focus) at Amazon

Engineered Python-based automation scripts using Selenium and Pandas to parse large datasets, reducing manual fraud investigation workload by 40% (saving 20+ team hours weekly). Scripted complex SQL queries to analyze high-volume transaction logs, identifying fraud patterns that improved detection accuracy by 20%. Collaborated with engineering teams to define logic for automated risk flags, bridging the gap between operational workflows and backend systems.