• Led end-to-end architectural transformation of the real-time transaction screening platform, redesigning distributed workflows to reduce p95 latency from 5+ minutes to under 5 seconds while delivering ~$250K annual cost savings.

• Embedded intelligent decisioning capabilities into the critical transaction path, enabling real-time resolution of compliance-held payments and generating $25–30M annual revenue uplift.

• Architected AI-driven risk optimization systems analyzing 200K+ daily signals, reducing false positives by ~25% and improving operational scalability.

• Contributed to backend components for a broader Compliance data science initiative, gaining exposure to large-scale payment screening systems.

• Designed data schemas and built Apache Spark workflows to transform and standardize transaction data for downstream analytics and model-driven decision processes.

• Collaborated with Compliance and analytics teams under senior mentorship, strengthening understanding of distributed systems and risk modeling pipelines.

• Architected scalable backend and event-driven data pipelines to power telemetry analytics for enterprise storage systems, enabling near real-time insights across SAN environments.

• Built distributed REST microservices and multi-threaded data ingestion frameworks to optimize storage workload performance and system validation.

• Partnered with analytics and storage engineering teams to accelerate data access and streamline feature-level performance analysis.

• Built REST-based microservices (Spring Boot, Java, Python) to dynamically retrieve and optimize storage workload telemetry within the HPE 3PAR operating system.

• Developed multi-threaded data collection and testing frameworks for large-scale system validation, enabling data-driven performance tuning across storage platforms.

• Contributed to development of low-latency audio and video streaming features in C++ for NVIDIA GameStream, gaining hands-on experience with real-time media pipelines and cross-platform system integration.

• Assisted in improving streaming performance and synchronization across client and cloud components within a cloud gaming environment.

• Collaborated with senior engineers to understand large-scale graphics delivery systems and cloud gaming infrastructure, building a strong foundation in systems programming and performance engineering.