Redefining chip advancement: SixSense’s ClassifAI Revolution
Role: Advancing the ClassifAI Product Development & Adoption for SixSense's Industry 4.0 paradigm shift.
Timeline: 16 weeks
Tools: Designed in Figma, Sketch, PPT
Type of plan: Iterative Sprint
Services: Graphic Design, WebApp Design, AI Annotation
Introduction
SixSense is a smart manufacturing AI SaaS platform that removes defects from the chip production of giants such as GlobalFoundries, Infineon and STMicroelectronics.
As a team with the software engineers, designers and senior scientists as well as our clients and partners, we have built an AI model capable of identifying defects
with 92%+ accuracy in a couple of minutes as compared to the hours required for a human engineer.
SixSense AI
ClassifAI Product
Users
Modules
Data Acquisition - Options
Data Acquisition - Uploading
Data Status
Approach
Designed UI/UX for a private web platform, streamlining image upload, training, and annotation for engineers. Built dashboards, KPIs, login, feedback, and AI model selection features. Worked closely with frontend engineers, the CTO, and a Senior Data Scientist, iterating designs based on client testing.
Watch video demonstration
AI Prediction Results - Overview
AI Prediction Results - Unitwise
Bookmark - Unitwise
AI Feedback - Multiple
Bookmark and Detailed Feedback / Image
Results
The platform launched successfully, securing multiple $170K+ POC contracts with semiconductor leaders GlobalFoundries, Infineon, and STMicroelectronics. It also led to $2.6M in Series A funding. By processing thousands of images, it enhanced chip quality and reduced costs for front-end fabs managing $30.46B in production, boosting defect identification accuracy from 85% to 97%.
Performance Monitoring - Overall Performance
Performance Monitoring - Confusion Matrix
White Paper
Here's what they said:
Emanuel’s work took our AI model from 70% to 91% accuracy. His designs and strategies were key to our success beyond helping us to bring our first clients. Absolute rockstar! - Akanskha Jagwani, CEO Sixsense
0 likes · 63 views · Apr 8, 2024
Designed SixSense’s ClassifAI platform, optimizing AI defect detection for semiconductor giants, boosting adoption, and securing $2.6M in Series A funding.
