Seven Names, One Life: A Lexicon Biography of Satish Gajawada (IIT Roorkee Alumnus)

Biographies usually follow a life forward in time, and independent researchers who work outside institutions are rarely documented in a structured way. This article addresses the lack of critically labelled biographical accounts of independent artificial intelligence researchers by studying Satish Gajawada, a 2012 graduate of the Indian Institute of Technology Roorkee whose fourteen years of independent work are distinguished by the coining of names for research fields, algorithms, a society, a title and a family of “theories of everything”. The purpose is to read this life through its vocabulary and to separate what has been named from what has been validated. The study uses a lexicon method: five source documents supplied by the subject were analysed, and seven terms were treated as biographical entries, each examined as an event, a method and a question for assessment. Every factual statement was labelled as documented, self-reported or interpretive. The principal results show a recurring “self and others” grammar that links philosophy to optimisation; an expanding programme of proposed fields; a large catalogue of themed swarm algorithms without reported comparative evaluation; a 2026 turn toward family-based ethics; and a growing practice of disclosure, including a small reproducible fairness test in which a penalty term reduced a demographic-parity gap from about 0.12 to 0.016 at a cost of about 1.9 percentage points of accuracy. The article concludes that the most defensible contribution is a consistent human-centred vocabulary for artificial intelligence, that adoption and independent validation remain unreported, and that the subject’s growing candour about the limits of his claims is the most significant recent development. Keywords: research ethics; artificial intelligence; biography; particle swarm optimisation; independent research; value-aligned artificial intelligence