Ravi Sharma
Principal software Engineer -AI @Careers360 with expertise in NLP, Large Language Models (LLMs), and AI/ML solutions | Edtech
- Role
- Principal Software Engineer Ai at Careers360
- Location
- Gurugram, HR, IN
- LinkedIn followers
- 500 followers
About Ravi Sharma
I\'m an AI/ML Developer at Careers360, where I specialize in developing intelligent…
Experience
Principal Software Engineer Ai
Jul 2024 — Present · Gurugrma, IN
Working as an AI/ML Developer at Careers360, India\'s largest higher education technology company, focusing on developing intelligent solutions to transform educational content delivery and student services.Key Responsibilities & Achievements: Spam Protection InfrastructureLed the development of an enterprise-grade spam detection system to protect Careers360\'s community forums and user-generated contentImplemented Multinomial Naive Bayes algorithm with 95% accuracy in spam classificationEstablished MLOps practices using MLFlow for experiment tracking and DagsHub for version controlReduced manual content moderation effort by 70% through automated filtering Document Intelligence SystemDeveloped an AWS Lambda-based text summarization service for processing college brochures and educational documentsEngineered real-time processing capabilities handling documents monthlyReduced content processing time by 80% through automated summarization Automated FAQ GenerationPioneered an intelligent FAQ generation system for Careers360\'s partner educational institutions using AWS BedrockDesigned and implemented CREWAI-based architecture with specialized AI agents for content generationSuccessfully deployed the system across 100+ educational institutionsReduced FAQ creation time from days to hours while maintaining high quality standards College Profile Generation PlatformDeveloped an automated system using AWS Bedrock and Anthropic\'s models to generate comprehensive college profilesStreamlined the content creation process for Careers360\'s database of collegesImplemented quality control measures ensuring 98% accuracy in generated contentReduced manual content writing efforts by 60%Impact:Reduced operational costs by 40% through automationImproved content quality and consistency across platformsEnhanced user engagement through better content accessibilityScaled content operations while maintaining quality standards
Education
St.paul School Bhopal
Bachelor of Engineering - BE
Sagar Institute of Research Technology & Science (SIRTS), Near ISRO, Ayodhya Nagar, By Pass Road, Bhopal - 462041
Bachelor of Engineering
2013 — 2017
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