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Vinodh Kumar

Vinodh Kumar

HEALTHCARE DATA ANALYST | RCM & CLAIMS ANALYTICS

Talent
ChennaiMember since August 12, 2026
Advanced ExcelPythonPandasNumPyMatplotlibSQLMySQLPower BIData CleaningAccounts ReceivableClaimsPayment PostingDenialsUnderpaymentsCollectionsA/R Aging
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Advanced ExcelPythonPandasNumPyMatplotlib

About

Healthcare revenue cycle professional with 6+ years of experience across accounts receivable, claims follow-up, denials, underpayments and collections, including 2 years 8 months as Senior AR Analyst at R1 RCM. Currently building hands-on analytics capability using Advanced Excel, SQL/MySQL, Python (Pandas, NumPy, Matplotlib) and Power BI. Strong healthcare domain knowledge with practical experience analyzing payer performance, denial trends, A/R aging, payments and collection opportunities.

Seeking a Healthcare Data Analyst / Healthcare Analytics role where RCM expertise and data analysis can support denial reduction, collections and revenue improvement.

Experience

Senior Process Executive - PAIX

(2024-06 - 2024-12)

  • Support accurate and timely healthcare revenue cycle operations using established process and quality standards.
  • Work with healthcare process data and operational information to identify issues and support process improvement.
  • Apply domain knowledge of claims, payments, denials and collections to understand operational and revenue-impacting trends.

Senior AR Analyst - R1 RCM

(2021-04 - 2024-01)

  • Identify and provide solutions to revenue-cycle breakdowns, supporting financial and quality improvement.
  • Analyze payer-level trends and issues across accounts receivable to identify opportunities for operational improvement.
  • Review net revenue and billing activities and ensure contractual transactions are completed accurately.
  • Run monthly A/R aging reports to identify late-payment accounts and support collection, settlement and write-off decisions.
  • Contribute to improved cash flow, reduced days outstanding and lower bad-debt exposure through focused A/R follow-up.

AR Operations - Ally Health Smart Solutions

(2020-07 - 2020-12)

  • Maintain documentation and audit trails for insurance claim follow-up and supporting documentation.
  • Perform post-call analysis and document claim follow-up actions accurately.
  • Review authorization, medical documentation and explanation of benefits information before claim follow-up.
  • Analyze A/R data to understand underpayments, days in A/R and top denial reasons; apply appropriate denial and underpayment codes.

AR / Medical Billing - AGS HealthCare

(2016-11 - 2020-04)

  • Identify claim requirements needed for successful processing and support accurate claim resolution.
  • Consistently meet daily production deadlines while maintaining quality and process requirements.
  • Manage workload and priorities to deliver required outputs accurately and on time.

Education

Bachelor of Commerce - Accounting & Finance - Kumararani Meena Muthiah College of Arts and Science (2014-06 - 2017-05)

Higher Secondary School - Chennai (2012-06 - 2014-05)

Skills

HEALTHCARE DATA ANALYSTRCM & CLAIMS ANALYTICS

Reviews

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