Madhav Bagga
@madhavbagga
I improve operations and financial processes through reconciliation, automation, data analysis, and cross-functional delivery.
IndiaWhat I'm looking for
I've supported high-volume operations at Real Brokerage and JPMorgan Chase & Co., improving processes through data analysis, automation, and cross-functional coordination.
At Real Brokerage, I led data annotation and labeling initiatives to train proprietary AI models for document processing across all 50 U.S. states and seven Canadian provinces. I also documented processes, created SOPs and FAQs, supported train-the-trainer sessions, and maintained project intake dashboards.
At JPMorgan Chase & Co., I managed end-to-end cash reconciliation and banking operations for multiple U.S.-based Chase branches, maintaining 100% accuracy across daily transactions. I analyzed general ledger discrepancies, managed high-risk cash products, escalated exceptions, and supported regulatory document migration.
I'm continuing my MBA in Finance while building scalable operational processes that strengthen accuracy, transparency, compliance, and efficiency.
Experience
Work history, roles, and key accomplishments
Operations Associate
Real Brokerage
Feb 2025 - Jul 2026 (1 year 5 months)
Spearheaded data annotation and labeling for AI model training across U.S. states and Canadian provinces. Drove process improvements, documented SOPs, and coordinated cross-functional initiatives.
Oversaw end-to-end cash reconciliation and banking operations for U.S. branches, ensuring 100% accuracy. Managed general ledger accounts, high-risk cash products, and regulatory compliance during FRB migration.
Education
Degrees, certifications, and relevant coursework
SVKM's NMIMS (Narsee Monjee Institute of Management Studies)
MBA, Finance
Pursuing an MBA in Finance, expected to complete in December 2027.
Bennett University
Bachelor of Business Administration, Business Administration
Completed a Bachelor of Business Administration in 2022.
Tech stack
Software and tools used professionally
Availability
Location
IndiaAuthorized to work in
Salary expectations
Social media
Skills
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