List of Projects
List of Projects
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Privacy-Preserving Federated Learning System
Privacy-Preserving Federated Learning System
A collaborative research project with JP Morgan Chase & Co.
A collaborative research project with JP Morgan Chase & Co.
Project Duration: July 2023-December 2023
Designed and Implemented a Privacy-Preserving Federated Learning Framework that uses Differential Privacy and Secure Multi-Party Computation (MPC) to be used by 3000+ clients.
Also worked on the theoretical aspect of proving privacy and utility (accuracy) guarantees of the system.
Tech Stack: Python (PyTorch)
PainStreet
PainStreet
A mid-to-high frequency crypto-trading simulator to test alphas on real-time cryptocurrency
A mid-to-high frequency crypto-trading simulator to test alphas on real-time cryptocurrency
Project Duration: September 2023-Ongoing
Working on a low-latency crypto-trading simulator which
simulates alphas on real-time crypto data (price and volume)
performs analyses such as P&L, Sharpe etc.
Tech Stack: Python (Flask), MongoDB, C++, Boost/ASIO (networking).
Racket Compiler
Racket Compiler
A compiler from functional programming language to x86-64
A compiler from functional programming language to x86-64
Project Duration: February 2023-April 2023
Designed and Implemented a Compiler to convert functional-programming language code into assembly code as part of the Compilers course offered at IIIT Hyderabad.
Applied various compiler optimizations, garbage-collection etc.
Tech Stack: Racket, C++, x86-64.
DC-NS: Distributed Consensus
with Network Simulator
DC-NS: Distributed Consensus
with Network Simulator
Optimized pBFT based distributed consensus with in-house network simulator
Optimized pBFT based distributed consensus with in-house network simulator
Project Duration: March 2023-April 2023
Implemented pBFT distributed consensus algorithm with introduction of optimizations which leads to 3x increase in throughput.
Developed Network-Simulator which tests the correctness of protocol in variable levels of Asynchrony in the network.
Tech Stack: Python
Sentinel
Sentinel
A database leak tolerant authentication system
A database leak tolerant authentication system
Project Duration: July 2021-August 2021
Designed and implemented Sentinel which uses novel matching-based salting technique to increase security
The project also includes the development of a network-Simulator that tests the correctness of protocol in variable levels of Asynchrony in the network.
Tech Stack: Python
zkBVM
zkBVM
A scalable bitcoin virtual machine for trustless high throughput
A scalable bitcoin virtual machine for trustless high throughput
Project Duration: September 2023 - Ongoing
Designed and implemented a Zk-EVM-based solution for Bitcoin (faster transaction processing)
The solution includes lightning-inspired privacy preserving off-chain agreements through payment channels and virtual-payment channels.
Tech Stack: Solidity, C++, Python.
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