LinqAlpha product developer and AI strategist Jaeseon Ha shares how vertical AI and fundamental research engineering transform financial analysis and the role of specialized AI in supporting analysts’ decision-making.
Meet Jaeseon Ha, the LinqAlpha product developer and AI strategist who’s redefining financial research with AI. In this spotlight, we show how her unique blend of hedge‑fund experience and AI expertise powers two game‑changing innovations:
Automated Research Workflows
Jaeseon pinpoints repetitive analyst tasks and builds LLM‑based agents that surface critical data from SEC filings and market reports letting analysts spend less time searching and more time deciding.Next‑Gen Screener Features
She leads the Screener product roadmap, collaborating across teams to combine quantitative filters (financial metrics) with qualitative signals (CEO moves, operational shifts).Rock‑Solid Data Quality
Drawing on her Goldmans and Hana Securities background, Jaeseon enforces strict validation protocols so AI outputs maintain the highest accuracy even on unstructured text.Solving SME Data Gaps
Small and mid‑cap firms often lack clean disclosure. Her work aggregates disparate data sources into concise insights, leveling the playing field for every investor.
Vertical AI demands industry insight plus technical rigor. Jaeseon’s work bridges both, ensuring LinqAlpha delivers reliable, actionable research faster than ever.
Read the full interview on ChosunBiz →
https://biz.chosun.com/en/en-international/2025/07/05/Q5M7FRWTS5FGXAYLQ4TRBT345E/
Connect with us or explore more Team Spotlights at support@linqalpha.com.