À propos de Revanth
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- Prochant IndiaProcess Data Analystmars 2023 - mai 2024 (1 an et 2 mois)• * Developed data pipelines using SQL to integrate patient medical and insurance records, improving data availability by 13% and enabling stronger care optimization and reporting.• * Standardized healthcare records and ensured HIPAA compliance, increasing data processing efficiency by 12% and powering Tableau dashboards and predictive analytics use cases.• * Created automated data validation checks across medical, billing, and insurance systems, reducing manual effort by 9% and errors by 3%, delivering reliable datasets for BI insights and decision-making.
- iQGatewayConsultant Data Scientistoctobre 2021 - janvier 2022 (3 mois)Bengaluru, Karnataka, India• * Engineered core ML libraries with a multi-metric evaluation method and a custom AutoML system to streamline model training, validation, and deployment, cutting experimentation time by 50%• * Created a model interpretation toolkit integrating popular methods like SHAP and custom modules, based on data and model-driven approaches, reducing model debugging time by 20%.• * Designed a capacitated vehicle routing and schedule optimization system for waste management using NetworkX and VRPy, achieving a 15% cost reduction to aid urban planning
- GloifyMachine Learning Internmai 2021 - juillet 2021 (2 mois)Bengaluru, Karnataka, India• * Developed an image-to-product matching system, achieving 100% top-5 retrieval accuracy on a curated benchmark (N queries).• * Analyzed and optimized AWS S3 data pipelines for scalable storage and retrieval, contributing to end-to-end ML pipeline design.• * Improved OCR system for processing forms by 6% with manual feature extraction, character-level deep networks, and Tesseract
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Formations
- MastersEPITA: Ecole d'Ingénieurs en Informatique2026Masters
- B.Tech, InformationAnna University2019B.Tech, Information