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Head of Experience Design for Artificial Intelligence


As a designer working on AI-driven applications for the investment management industry, I learnt firsthand how important effective research and analysis is to generate alpha and manage risks.

Hive's primary goal was to improve the research efficiency related to text documents and help the AIG Public Credit desk find important information more easily and spot key risks in real-time so they could generate more returns for their $150+ billion assets.

However, with a vast amount of unstructured text data available from various sources such as SEC filings, earnings call transcripts, and sell-side research, analysts and portfolio managers struggled to find topical events, spot key risks, and visualise aggregate trends in real-time.

To help overcome these challenges, we used high-quality Natural Language Processing (NLP) event detection, customised taxonomy of events, and sentiment related to investment research.

We created a world-class NLP product that could be used not just in the investment management industry, but in the broader financial services industry as well.




UX direction, vision and guide.


User research and usability testing.


Wireframes, user flows and prototypes.


UX roadmap, UX sprint planning.


Google Analytics






New York

What they say about me

"Discerning, empathetic, and innovative are some of the top words that come to my mind when I think of Igino. I worked with Igino during my time as a Product Manager for AI at AIG. Igino was a design lead for my team and was instrumental in the success of designing a delightful user-centered design AI product. Igino is skilled at all aspects of product design, including user interviews, wireframing, and usability testing. Igino has a sharp eye for understanding user needs and collaborating and presenting design solutions that help solve those needs. Any tech and AI product team is lucky to have Igino as he is a high value asset."

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