SwitchOn
Provides AI solutions for manufacturing defect identification with 99.9% accuracy.
Founded
2017
7+ years
Employee Count
~70
professionals
Location
Bengaluru
India
Industry
Deep Tech
AI Vision
Projects
Deep Inspect AI Vision
Deep Inspect provides manufacturers with an AI platform for training models to identify defects with >99.9% accuracy using minimal training data.
>99.9% Accuracy
Defect detection
<200 Images
Training data
60%+ Reduction
Quality costs
Real-time
Processing
QA Leadership & Strategy
Inaugural QA team member & strategic planning
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Spearheaded QA efforts as the inaugural team member, identifying over 820 bugs. -
Architected comprehensive quality strategy for AI model validation and edge deployment.
AI System Testing & Validation
Comprehensive AI platform testing & issue resolution
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Tested functional and UI changes in the AI App, validating user interface and underlying AI model behavior across Regression, Exploratory, Negative, Smoke, Sanity, Cross-Browser, Scenario-Based, and Experience-Based testing. -
Reproduced complex, customer-reported AI issues in test environments to address real-world defect detection challenges.
Process Management & Automation
Workflow optimization & automated testing
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Established defect tracking workflows, automated test flows, and triage processes that scaled with the team. -
Tracked bug fixes, defects, and feature progress using GitHub Projects and JIRA; led bug triage meetings and built comprehensive JIRA dashboards for centralized visibility amid evolving AI model updates. -
Independently developed basic automated test flows and multi-app integrated automation; shared with QA and Developers to shorten sprint cycles and enable early issue detection.
Innovation & Tool Development
AI-assisted development and utility creation
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Built 2 AI-assisted utility tools for cross-functional teams, boosting productivity and workflow efficiency.
First QA hire - Built QA processes from scratch
820+ Bugs Found - Comprehensive system validation
Automated Workflows - Team integration tools
Playwright POC - Test automation setup
2 Utility Tools - AI-assisted development