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Ritika Sisodiya
Junior Data Scientist specializing in statistical modeling and machine learning
California, USAStatistics Research Student Assistant2 years experienceJuniorEducationTechnologyArtificial Intelligence
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About
AI Researcher with production experience building a real-time computer-vision detection pipeline augmented by an LLM-based verification layer to cut false positives (~78%) and reach ~90% real-world accuracy. Also partners cross-functionally with Product/Sales/Marketing to shape AI feature prioritization and market positioning using analysis and interactive dashboards.
Experience
Statistics Research Student AssistantCalifornia State University Long Beach
IT Business AnalystMutual Groups
Product Market AnalystBynry, Inc
Artificial Intelligence ResearcherAI India Innovations
Education
California State University Long Beachmaster, Information Systems (2026)
Vishwakarma Institute of Technologybachelor, Electronics and Telecommunication (2024)
Key Strengths
- Built and deployed a hybrid CV + LLM validation system for real-time detection in production
- Diagnosed model failure modes using misclassification clustering and real-time frame review (low light, motion blur, occlusions)
- Improved robustness via targeted augmentation and tuning; reduced false positives ~78%
- Implemented monitoring dashboards to build engineering trust in system performance
- Achieved ~90% real-world accuracy and production readiness for live deployment
- Structured approach to AI agent/workflow reliability: componentization, offline + scenario testing, logging/error tracing/feedback loops
- Able to translate AI capabilities into product and go-to-market strategy with Product/Sales/Marketing stakeholders
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