Product

PepTalk: AI Journaling Tool Realtime conversation with aI companion to help you note down feelings and journals for the day. (Prototype: https://peptalk-navy.web.app/) What2Do: AI Trip Planning Tool A trip planning tool for generating itinearies based on article url input and content extraction. (Prototype: what2do-51224.web.app) OHours: Office Hour Scheduling Tool An office hour queuing system to improve student experience and help TAs manage questions more efficiently. (Prototype: ohours.web.app/) Credits: Lian Zhang, Janna Lee, Soham Shah, Jonny Kong ...

This week, I wanted to organize my thoughts about AI-generated content (AIGC) and creativity-related products from the past few months. Rather than focusing solely on my own projects, I’d like to explore the foundational aspects of AI product design, interspersing examples from my recent work. First, I want to emphasize that technology is merely a tool intended to better serve business needs. If it doesn’t significantly improve efficiency, traditional methods may be more appropriate. Second, despite the many imaginative possibilities of current technology, applications should ultimately be guided by user needs. Finally, AI technologies and markets evolve rapidly, making predictions difficult to validate, but exploring content understanding and generation remains an intriguing challenge. ...

Analyze thousands of tiktoks to provide actionable trends & insights for key agencies. (Worked on multi-modal content understanding) To be released on TikTok Creative Center (https://ads.tiktok.com/business/creativecenter/pc/en) Credits: TikTok Creative Team Beyond Data: The Evolution of AI-Driven Insight Products for Content Creation Introduction: The Shifting Landscape of Creative AI Tools In the rapidly evolving space of AI-driven creative tools, we’re witnessing a significant transition from general-purpose large language models to specialized, task-specific agent systems. This shift represents a fundamental change in how AI approaches creative work, particularly in advertising and marketing. ...

Leverage generative AI capabilities for creative script ideation and video ad creation. (Worked on agentic workflows and interface optimization) https://ads.tiktok.com/business/copilot/standalone?locale=en&deviceType=pc Credits: TikTok Creative Team Building Agentic Workflows From LLMs to Agents The transition from LLMs to Agents has become a consensus in the AI community, representing an improvement in complex task execution capabilities. However, helping users fully utilize Agent capabilities to achieve tenfold efficiency gains requires careful workflow design. These workflows aren’t merely a presentation of parallel capabilities, but seamless integrations with human-in-the-loop quality assurance. This document uses Typeface as a reference to explain why a clear primary workflow is necessary, as well as design approaches for functional extensions. ...

Marrrket is an AI-powered second-hand marketplace platform targeting North American university students, initially focusing on Chinese international students. The platform aims to solve the inefficiency in the current second-hand market by simplifying the listing process through AI-generated product descriptions from images and minimal user input. By reducing friction in the listing process, Marrrket will increase the overall volume of second-hand items available in the market, creating a more efficient marketplace for both buyers and sellers. The platform’s innovation centers on using artificial intelligence to dramatically lower the barrier to entry for sellers, which is hypothesized to be the primary constraint on market growth. ...

Multi-agent system for cross boarder e-commerce sales automation. Co-founder and head of product. https://cognogpt.com Cogno+ is dedicated to revolutionizing global e-commerce by empowering brands with AI-driven assistance that offers seamless, personalized customer experiences. Our mission is to serve as the digital bridge between brands and customers, enhancing interactions and transactions across international markets, and allowing the brand to increase conversion and upsell while reducing time and money spent on manual customer service. ...

AI Homework helper with advanced reasoning and visualization for all school subjects. (Worked on LLM Reasoning) https://www.gauthmath.com/ Credits: Lexi Ling, Gauth Team

Extracting meaningful insights from unstructured multi-modal content Most times, the challenge isn’t collecting information but extracting value from it. By developing systems that can analyze unstructured multi-modal content (text, images, video, audio), we can extract actionable insights.