Dr. Abinash Rath
M.Phil | Ph.D.

Dr. Abinash Rath

Bridging Global Finance Credentials with Computational Intelligence. Author of book "Clarity Over Speed".

Academics

  • Ph.D. in Forensic Accounting
  • Company Secretary
  • MBA ( Finance )

Key Ventures

  • Finlume Global: Lead Instructor for US CMA, EA , FMAA & CFAM Course.
  • The Gentle Algorithm : A Cognitive Traversal based platform to learn AI.

Tech & Finance Stack

Programming & Web
Python Javascript HTML CSS
Finance & ERP
Excel Tally Model Automation
Analytics & Writing
Power BI LaTeX Tableau

White Papers

Frameworks

The MCTL Protocol: A Cognitive Framework for Learning Under Uncertainty

Education Tech

The MCTL Framework in Action

Patents & Designs

Wearable Tech
Smart wearable wrist band for Retail industry.
Healthcare Tech
AI enabled Therapeutic Smart Shoe with multiple health sensors.
Agri-Tech
AI enabled Solar powered weeding robot for Agriculture applications.
Medical Diagnostics
Human Mammography Screening tool using Deep Learning technology.
Safety Innovation
Development of a Bike Helmet acting as a shield for Covid-19.
Enterprise Tech
AI enabled Face recognition for effective Human resource management.

Selected Publications

2025

Feeling Real in the Feed: Emotional Authenticity and Trust in Short-Form Influencer Marketing

In review for publication.

2022

Decision-making using regression analysis: a case study on Top Tier Holidays LLP

The CASE Journal, Vol. 19 No. 2 pp. 273–289. EISSN 1544-9106. Emerald Insights. (Emerald.com)

2022

Comparative Analysis of Business Machine Learning in Effective Financial Decision Making.

Journal of Food Quality. (ISSN: 1745-4557, Wiley-Hindawi). 2022. Scopus, SCIE, Web of Science. (hindawi.com)

2022

The Empirical Analysis of Deep Learning in Creating better City through Intelligent Smart Waste Management: A Study using Regression Analysis.

Communications in Computer & Information Science. Springer Nature. (ISSN:1865-0929, Scopus) Intelligent Smart Waste Management Using Regression Analysis: An Empirical Study | springerprofessional.de

2021

The Critical Determination of Artificial Intelligence empowered Internet of Things (IOT) Security for better Smart City Management using Regression Analysis

. Communications in Computer & Information Science. Springer Nature. In Press. (ISSN:1865-0929, Scopus) Artificial Intelligence Empowered Internet of Things for Smart City Management | SpringerLink

2020

Leveraging Digit Analysis to predict Financial Statement Fraud risk.

Intl. Journal of Advanced Science and Technology | Scopus

Conference Highlights

ICA bangalore (2025)

"Feeling Real in the Feed: Emotional Authenticity and Trust in Short-Form Influencer Marketing" presented at Indian Commerce Association International Conference.

IISc Bangalore (2021)

"Financial Statement Fraud Analytics-Evidences from India" presented at the 8th International Conference on Business Analytics & Intelligence.

Indian Accounting Association (2019)

"Applying Benford's Law for Fraud Detection" presented at the 14th International Conference in Accounting and Finance.

Cognitive Traversal

Currently developing the Meta-Cognitive Traversal Layer (MCTL)—an educational framework inspired by ADHD learning styles and cognitive traversal principles.

Creative Flow

Balancing high-stakes analysis with visual illustrations to bring mental scaffold. The objective is to bring cognitive safety in learning spaces with a human touch.

"Clarity Over Speed"

The Cognitive Traversal Philosophy