Sudip Roy
Vice President at Bny
Based in Bengaluru, India
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Seniority
Vp
Department
General Business & Management
Location
Bengaluru
Industry
Financial Services
Company size
54K
Contact information
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s•••••••@bny.com
Phone
5 credits+91 ••• •••• ••••
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Background
About Sudip Roy
Results-driven Machine Learning & Analytics professional with 10+ years in data engineering, reporting automation, and ML for financial reconciliations. Led the design and deployment of a Transformer-based transaction-matching model (89% accuracy) that reduced manual effort by 70%. Built a 95%-accurate tree-based classifier for reconciliation breaks, saving 15 hrs/week. Automated KPI reporting with Power BI (–10 hrs/day) and engineered Python pipelines that improved reporting accuracy by 80%. Migrated daily break reporting to ThoughtSpot dashboards, streamlining operations and saving an additional 24 hrs/week. Tech stack: TensorFlow, scikit-learn, Python, Power BI, ThoughtSpot.
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