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Yashvi Vaghela
Entry-Level Frontend Software Developer specializing in React and ML-enabled web apps
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About
Backend-focused Python/Flask engineer who owned REST APIs for a video analysis system, including preprocessing, ML inference integration, and post-processing into time-aligned predictions consumable by a React UI. Demonstrated practical performance/scalability work by decoupling API request handling from CPU-heavy processing and adding timing instrumentation to identify and optimize bottlenecks.
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Key Strengths
- Owned end-to-end Python/Flask backend for video analysis product (upload, job start, results APIs)
- Designed time-aligned prediction outputs for frontend probability graph rendering
- Improved reliability via input validation, logging, and error handling
- Addressed scalability/resource constraints by separating request handling from CPU-heavy processing and instrumenting stage timings to find bottlenecks
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Experience
Education
Awards
Languages
Publications
1 publication
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