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rudraneel_dey

Rudraneel Dey

@rudraneel_dey
Inde
Anglais, Bengali, Hindi
Certaines informations sont présentées en anglais.
À propos de moi
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... Plus d’infos

Compétences

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rudraneel_dey
Rudraneel Dey
hors ligne • 

Voir mes services

Vision par ordinateur
I will do computer vision and ml
De90 $US / projetPlus de détails
Traitement automatique du langage naturel (NLP)
I will do natural language processing
De90 $US / projetPlus de détails

Portfolio

Expérience professionnelle

HSBC

ML ENGINEER

HSBC • Temps plein

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.