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rudraneel_dey

Rudraneel Dey

@rudraneel_dey
India
Inglese, Bengali, Hindi
Alcune informazioni sono riportate in lingua inglese.
Chi sono
Fraud & Risk Analyst with hands-on Machine Learning experience At HSBC, I work on U.S. non-card fraud operations, specializing in: • Fraud trend analysis • Rule-based anomaly detection • False positive optimization • SAS & SQL automation • Dashboard insights for action-driven decisions Previously, I engineered practical AI systems including: • LLM-based multilingual translation for workflow automation — 80% manual-effort reduction • 97% waterlogging detection for public safety • YOLO digit recognition system — peer-reviewed publication • 40% faster automated student assessment platform... Continua a leggere

Competenze

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rudraneel_dey
Rudraneel Dey
offline • 

Portfolio

Esperienza lavorativa

HSBC

ML ENGINEER

HSBC • Full time

Apr 2024 - Jul 2025 • 1 yr 3 mos

• Boosted student evaluation efficiency by 40% with automated assessment ML system. • Developed YOLO-based waterlogging detection — 97%+ accuracy. • Integrated LLMs for multilingual processing — 80% reduction in manual translation. • Collaborated cross-functionally to deploy models into products used at scale • Led projects on mustard seed classification and water detection, achieving 95% accuracy. • Collaborated cross-functionally to enhance system efficiency and optimize models. • Developed expertise in Python, TensorFlow, and PyTorch, focusing on computer vision and data analysis.