Project Description
Pattern is a generative AI software that gathers customer insights from active online communities into a meaningful framework visualization to aid in product innovations for IA collaborative clients.
Client
IA Collaborative - A leading global industry design firm that adopts user and human-centered design to develop innovative product solutions for its numerous clients such as Nike, FedEx, GE, Audi etc
Software featured by client here
Role - Fullstack Software Engineer
Back-end development including LLM API integration, cloud storage, database creation and management, deployment on Azure App Services
Front-end development inlcuding API integrations
Stack
Python, React.js, GPT API dev, Docker
Software application workflow
Software Features
Data Web Scraping
Data processing with advanced data science & engineering techniques
LLM API integration
Prompt Engineering with fine-tuning techniques
Insight Extraction with LLM processing
Data Visualization
Teammates
Sarah Falkson (UI development), Kevin Hu (Data Engineering)
Human-centered Design Principles
User-Centric
Generates insights based on user-provided solutions and workarounds.
Trust
Ensures insight verification, allowing users to trace outputs back to the original posts in online communities.
Privacy
Maintains anonymity in the display of insights, protecting user data and identities.
