Classifying toxic memes with AI
Built a DNN for the multi-modal classification of toxic memes and explored early and late fusion techniques. (Link to project site)
Projects
ISWAP - Interposer SWAP
A deadlock removal scheme adaptable to heterogenous 2.5D interconnect networks which was implemented in gem5 garnet simulator.
Out-of-Order Pipeline with In-order Commit
Implemented a timing simulation of Out-of-Order Pipeline with in-order commit using Reorder Buffer and Register Alias Table in C++.
Utility-Based Cache Partitioning Implementation
Implemented Utility-Based Cache Partitioning: A Low-Overhead, High-Performance, Runtime Mechanism to Partition Shared Caches in C++.
Self-tuning DVS processor implementation
Implemented A self-tuning DVS processor using delay-error detection and correction in Cadence Virtuoso.
Leakage and Setup Optimization Flow
Developed a flow that involved path-based VT-swapping, which was used across different projects that effectively recovered around 15% of leakage power and 60% of TNS (Total Negative Slack) of setup and hold.