Developed and backtested multiple pairs trading and momentum strategies for cryptocurrencies, achieving a combined Sharpe Ratio of 1.6+ and strong alpha generation, while leveraging deep learning to enhance returns and reduce transaction costs by 17%.
Developed and backtested multiple momentum and pair trading strategies for NIFTY as Beta, achieving a Sharpe Ratio of up to 1.38 and combining strategies for a final combined Sharpe of 1.1.
This task was given by Alpha Alternatives as hiring challenge, it includes two trading strategies for natural gas futures—Statistical Arbitrage and Machine Learning—analyzing various datasets to predict price spreads and evaluate performance, ultimately offering insights and recommendations for future improvements.
This have the code and resources for my innovative approach aimed at optimizing investment strategies and enhancing financial decision-making, which helped me secure a rank of 645 out of 10100, despite a faulty submission during round 2.
SIFT Applications for Visual Classification, Adversarial Detection, 3D Reconstruction, and Fingerprint Matching
Published in Proceedings of the AAAI Conference on Artificial Intelligence, 2023
GANs can now create realistic fake faces, but this research work explores how to track identity information leakage from real training data to the synthetic images.
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Published in Peer Reviewed Core-A-ranking Computer Architecture Journal, 2024
Transformers have served as a strong foundation in NLP and CV domain, but for practical application a dedicated hardware accelerator is required to increase throughput while keeping energy consumption lower than GPU.
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Published in Peer Reviewed Core-A-ranking Computer Architecture Journal, 2024
This work introduces a lightweight adversarial detection filter that flags malicious inputs before they reach the model, offering an efficient and adaptable solution for enhancing the security of deep learning systems.
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Published:
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Undergraduate course, University 1, Department, 2014
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Workshop, University 1, Department, 2015
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