Jul 2024 – Present · 1 yr 10 mos · Hyderabad, Telangana, India

• Worked on performance analysis and predictability for large-scale FPGA emulation workflows, focusing on identifying inefficiencies and improving compile-time behavior through data-driven methods. Also contributed to an abstract early-stage FPGA performance evaluation framework, enabling high-level assessment of system behavior and design trade-offs ahead of full implementation.

Jul 2022 – Jun 2024 · 1 yr 11 mos · Hyderabad, Telangana, India

• Contributed to performance modelling and analysis of next-generation AI Engine (AIE) platforms. Built cycle-approximate simulation and configuration tools to study data movement, routing, and Network-on-Chip (NoC) behaviour, supported by visualisation and post-analysis frameworks that significantly accelerated debugging and system-level insights.