Projects

Here is a subset of interesting projects I have done. Code for most of these and more can be found on my github.

Data Science

• Energy models for OoD detection
• Impact of emotional congruence on advertisement
• Clustering Algorithms in C++

Machine Learning

• Active feature acquisition in batch
• Retrieval augmentation for time series prediction
• Speech emotion recognition using tone and words
• Adaptive powerpropogation for sparse networks
• Face recognition
• IITB SoC in Quantum Machine Learning

Theory

• Evolutionary game theory with DAG mutation
• SAT solving for rush hour

Systems

• Cache and prefetching optimizations for matrix multiplication
• Developing application specific hardware prefetchers
• Simulation and attacks on blockchains
• Peer2Peer file transfer network
• 16-bit RISC CPU
• Modifications to xv6 OS

Development

• Smart contracts in Ethereum
• Ambient light raytracer
• Object oriented online learning environment