BRUNDA KODALI
Bengaluru
Summary
Finance and AI professional with 4.5 years of cross-disciplinary experience spanning US Audit, Compliance, and AI/NLP annotation. Proven expertise in building and validating high-quality datasets for LLMs used in compliance, risk, and trade communication analysis at JP Morgan Chase, and in performing end-to-end audits for Fortune 500 US clients at KPMG under PCAOB/GAAP standards. Adept at bridging the gap between financial domain expertise and applied AI/ML workflows to deliver data integrity, regulatory adherence, and advanced AI model readiness.
Overview
4
4
years of professional experience
1
1
Certification
Work History
Data Domain Architect Analyst
JPMorgan Chase & Co – India
09.2024 - Current
- Directed end-to-end annotation pipelines for AI/LLM training across multiple modalities like compliance documents, trade conversations, speech, and image datasets supporting cutting-edge financial AI initiatives.
- Delivered high-accuracy compliance annotations for sensitive datasets, enabling the training of regulatory AI models that flagged anomalies in trade communications and ensured adherence to global financial regulations.
- Partnered with AI engineers and data scientists to improve model accuracy through iterative feedback loops, identifying edge cases and refining annotation frameworks for financial NLP systems.
- Ensured annotation consistency across millions of records, implementing QA protocols that reduced labeling errors by 30%, directly improving downstream LLM performance.
- Supported development of finance-specific NLP models, including speech-to-text transcription alignment and image-based document classification for compliance workflows.
Audit Associate II
KPMG Global Delivery Centre
09.2021 - 07.2024
- Executed integrated financial audits for Fortune 500 and mid-market US clients under US GAAP and PCAOB standards, with specialization in internal controls testing, revenue recognition, and SOX compliance.
- Designed and performed complex audit procedures for high-risk accounts including derivatives, revenue contracts and intercompany transactions, identifying material misstatements and reporting exceptions to senior partners.
- Spearheaded audit engagements with cross-border teams in the US, coordinating testing strategies and ensuring compliance with SEC reporting requirements.
- Enhanced audit efficiency by introducing data-driven procedures using Excel/SQL, improving sampling accuracy and reducing audit cycle times by 15%.
- Authored detailed audit documentation and risk assessment memos that strengthened internal audit review quality and supported external inspections by regulators.
Education
MBA - Finance
Presidency University
BengaluruBBA - Finance
SCSVMV University
KanchipuramSkills
Financial Expertise: US GAAP SOX PCAOB Audit Internal Controls Risk & Compliance Testing
AI & Data Annotation: NLP LLM Training Data Speech Recognition Annotation Image Classification Trade Conversation Annotation Compliance Data Modeling
Technical Tools: Python (data handling) SQL Excel (Advanced) AI Annotation Platforms JIRA Confluence
Key Strengths: Regulatory Risk Analytics Data Integrity Management Model Training QA Cross-Border Collaboration Problem-Solving
Certification
- CPA - Certified Public Accountant (Pursuing Currently)
Timeline
Data Domain Architect Analyst
JPMorgan Chase & Co – India
09.2024 - Current
Audit Associate II
KPMG Global Delivery Centre
09.2021 - 07.2024
MBA - Finance
Presidency University
BBA - Finance
SCSVMV University
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