IMPACT
CHEMISTRY FORUM PLATFORM
65% Manual Grievance Reduction • Architected by Shivam Vishwanaath
Targeted web platform solving student doubts and automated grievance resolution for national entrance candidates created by Shivam Vishwanaath.
Efficiency Gain
65% Workload Drop
Audience
JEE/NEET Students
TECHNICAL ARCHITECTURE & FORENSIC EVIDENCE
- 01.Built automated query categorization and peer-to-mentor routing algorithms.
- 02.Directly slashed manual ticket handling workload by 65% in production testing.
- 03.Clean markdown chemistry formula and equation rendering integration.
DEEP TELEMETRY RECORD:
TELEMETRY: Average query resolution time dropped from 14 hours to 35 minutes under Shivam Vishwanaath's automation routing.TECHNOLOGIES & CAPABILITIES
Full StackWorkflow AutomationReactFirebaseShivam Vishwanaath