Open to opportunities

Saroon Evan lifestyle

@saroon-narayanan

Certified Data Scientist and Machine Learning Engineer specializing in NLP, predictive modeling, and healthcare analytics.

India

Message

What I'm looking for

I’m looking for a role where I can build end-to-end NLP/ML pipelines, deploy models (MLOps), and create analytics dashboards—ideally tied to healthcare/RCM impact—while growing in Generative AI and LLM-driven systems.

I'm a Certified Data Scientist and Machine Learning Engineer with hands-on experience building end-to-end ML pipelines, predictive models, and interactive analytics applications, combined with 7+ years of domain expertise in Healthcare Revenue Cycle Management. I build production-grade solutions — from data pipelines and SQL-driven analytics to deployed ML applications using Python, Scikit-Learn, and Streamlit.

Across my projects, I've delivered measurable results including dual predictive models (99.20% R² and 97.28% accuracy), a K-Means clustering recommendation system on 47,550 reviews, and a full-stack analytics platform processing ₹3.67 Crore in live business data. I'm actively expanding into Generative AI, LLMs, and MLOps, while leveraging strong stakeholder communication and team leadership (45+ professionals) to drive measurable business impact in data-driven environments.

Experience

Work history, roles, and key accomplishments

Current

Freelance Data Scientist & ML Engineer

Current

Independent

Mar 2026 - Present (4 months)

Designing and deploying end-to-end ML and NLP solutions across multiple portfolio projects, while maintaining production-quality public ML code. Actively building expertise in Generative AI, LLMs, and MLOps deployment pipelines.

Python SQL Machine Learning NLP Generative AI LLM MLOps Streamlit GitHub

Team Lead — Revenue Cycle Mgmt

AnnexMed Pvt. Ltd.

Jul 2022 - Mar 2026 (3 years 8 months)

Led and mentored 45+ AR professionals by applying data-driven workflow optimization and KPI tracking to improve collections. Focused on denial pattern analytics (CARC/RARC), root-cause identification, and cross-functional resolution of complex denial cases.

Healthcare Analytics Revenue Cycle Management Root Cause Analysis KPIs Statistical Analysis Stakeholder Management Excel Automation

Senior AR Executive

Legacy Healthcare

Apr 2019 - Jul 2022 (3 years 3 months)

Managed high-volume insurance claims across commercial, Medicare, and Medicaid payers to drive timely denial resolution and underpayment recovery. Led process improvements to reduce denial rates and improve first-pass claim resolution over time.

Claims Processing Insurance Payer Management Denial Management Underpayments Process Improvement Medicare Medicaid

AR Executive

AGS Healthcare

Jan 2018 - Apr 2019 (1 year 3 months)

Performed end-to-end accounts receivable (AR) management, including claim submission, follow-up, payment posting, reconciliation, and denial management across payer contracts.

Accounts Receivable Payment Posting Reconciliations Denial Management Payer Contracts

Education

Degrees, certifications, and relevant coursework

SRM Institute of Science and Technology (SRMIST)

Bachelor of Business Administration, Digital Marketing

Pursuing a Bachelor of Business Administration in Digital Marketing at SRMIST.

GUVI Geek Networks

Master Data Science Program (Certified), Data Science

2025 - 2026

Completed the Master Data Science Program (IIT Madras incubated) in June 2026. Built skills in ML, deep learning, NLP, generative AI, Power BI, Streamlit, statistics, and EDA.