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Pavithra Manikandan
Intern Full-Stack/Backend Software Engineer specializing in SaaS migrations and NLP
Remote, USASoftware Developer Intern1 years experienceInternSaaSInformation TechnologyIT Service Management
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About
AI/ML practitioner who built an Indian Sign Language recognition system (MediaPipe hand keypoints + CNN/RNN) as an accessibility-focused teaching aid, iterating closely with advocacy groups and educators and reaching 92% accuracy. Also has production-scale data migration experience at Saasgenie, using Kubernetes pod parallelization to migrate 1M+ ITSM records with a 5x throughput gain under API rate limits.
Experience
Software Developer InternSaasGenie Inc.
Research AssistantSSN College Of Engineering
Software Engineer InternCiticorp Services India Private Limited
Education
University of Pennsylvaniamaster, Computer and Information Science (2026)
SSN College of Engineeringbachelor, Information Technology (2024)
Key Strengths
- Built and deployed ISL recognition system combining CNN + bidirectional RNN with MediaPipe keypoint tracking
- Improved model accuracy by 20% by integrating CNN for spatial context with RNN sequence learning
- Achieved 92% accuracy on stakeholder-provided test videos for sign language recognition
- Migrated 1M+ records and delivered 5x throughput improvement via Kubernetes pod-level parallelization
- Strong evaluation discipline: defines success metrics (accuracy, hallucination rate, throughput), component + integration testing, regression, scalability, A/B testing
- Effective collaboration with non-technical stakeholders (advocacy groups, sign-language experts, government teachers) using iterative feedback cycles
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