Eli J a Hyeo Xu an-Y e

Surveyed and prepared reports on latest AI and technology developments, providing concise insights into emerging trends, breakthroughs, and potential applications. Developed a custom Python web scraping pipeline to extract real-time stock intelligence from Reddit (JSON endpoint scraping) and Yahoo Finance via API, plus other financial forums. Streamlined news updates and portfolio movements for portfolio managers using Google’s Gemini Flash 2.0 via API integrated with a Python auto-scheduler to summarize and curate financial news periodically, tailored to portfolio movements and stock watchlists.

Surveyed and prepared reports on latest AI and technology developments, providing concise insights into emerging trends, breakthroughs, and potential applications. Developed a custom Python web-scraping pipeline to extract real-time stock intelligence from Reddit (via JSON endpoint scraping) and Yahoo Finance via API, as well as other financial forums. Streamlined news updates and portfolio movements for portfolio managers using Google’s Gemini Flash 2.0 via API integrated with a Python auto-scheduler to summarize and curate financial news periodically, tailored to portfolio movements and watchlists.

Conducted a comprehensive survey on Generative AI in Finance, assessing strengths and limitations of different models for various financial applications and producing a holistic landscape for finance professionals. Extracted key techniques from 200+ papers across GANs, VAEs, diffusion models, and LLMs, mapping their suitability to different financial applications. Authored the “Applications of Generative AI” section covering innovations across asset management, robo-advisory, credit risk, and regulatory automation. Provided benchmarking methods for GAI models in finance settings, highlighting gaps in domain-specific metrics.