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Research statement:
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Research 1:
I conducted a comprehensive literature review on the intersection of high-frequency trading (HFT) and blockchain technology, focusing on performance enhancement techniques in volatile cryptocurrency markets. My research involved analyzing existing studies to identify effective strategies for developing adaptable HFT algorithms that manage price fluctuations and optimize latency. I applied systematic review methodologies, following PRISMA guidelines, to synthesize findings from recent literature. This experience honed my skills in data analysis, critical evaluation of research, and understanding of financial technology, equipping me to contribute valuable insights into improving trading efficiency and adaptability in rapidly evolving digital asset markets.
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Research 2:
This project focused on researching the Autonomous Economic Agent (AEA) framework for Web3 applications. It involved conducting a systematic literature review to identify gaps in existing multi-agent systems and formulate key research questions. Key research skills demonstrated include analytical skills through source evaluation, critical thinking in assessing the integration of DLTs, and problem-solving to address user experience challenges. The findings highlight the potential of the AEA framework to enhance economic coordination in decentralized environments, emphasizing the importance of user education for effective adoption. Future research will explore practical applications and improvements.
CS4710_Aston_Interim_Report.pdf
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