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VinaykumarReddy Junuthula
Junior Software Engineer specializing in backend APIs and ML-driven systems
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About
Internship experience at Paycom owning an end-to-end personalized course recommendation feature for an LMS, spanning SQL-based data pipelines, ML integration, and FastAPI REST services for real-time recommendations. Focused on production tradeoffs (latency vs. accuracy), scaling/SQL optimization, and post-launch iteration driven by engagement metrics.
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Key Strengths
- Owned end-to-end feature delivery (data pipeline → backend service → API → launch iteration)
- Built and optimized real-time recommendation systems with latency/accuracy tradeoffs
- Designed SQL-based pipelines for messy user activity data with validation/normalization
- Iterated product logic using engagement metrics and user behavior signals
- Improved scalability via SQL query optimization as data volume grew
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