Professional memberships & fellowships
IEEE Senior Member
Elevated to Senior Member grade in August 2026 by the IEEE Admission and Advancement Committee. Princeton/Central Jersey Section, Region 1. Member #102410437.
IEEE Computer Society Member
Member of the IEEE Computer Society since 2026, the world's largest scholarly computing society.
Fellow, Institute of Analytics (FIoA)
Admitted as a Fellow of the Institute of Analytics, London, in August 2026.
Awards
AI-Powered Software of the Year
Aureum International Award, 2026. Awarded for Intelligent Quality Engineering Through Autonomous AI — the research-driven TestForge AI platform.
AI Product Innovation Award
INDEA International Excellence Awards 2026. Presented by the General Chair and Conference Chair, School of Science, Engineering and Environment, University of Salford, UK.
Education & certifications
B.E., Computer Science and Engineering
Hindustan College of Engineering, Chennai (University of Madras), 1998–2002.
PG Diploma in Machine Learning and Artificial Intelligence
International Institute of Information Technology Bangalore (IIITB), in partnership with upGrad, 2022.
Peer-reviewed publications
Elsevier SoftwareX, 2026
bdd2pw: Live-DOM Page Object Scaffolding from Gherkin Specifications via the Microsoft Playwright MCP. Vol. 35, art. 102933.
ICOSAAS 2026 proceedings
Detecting and Mitigating Flaky Tests in Continuous Integration: A Decision Catalogue for Quality Engineering Teams. Scopus-indexed.
Public artefacts
Reproducibility bundles
Every paper ships with a reproducibility bundle — CSVs, trained models, JSONs, and the exact scripts that produced each figure and table.
TestForge AI public beta
The production platform is open for beta access; usage analytics will be summarised here as the cohort grows.
Practitioner engagement
Active conversations with QE leads, test-automation architects, and academic researchers in software-testing labs.