Hi there! My name is Nirmalya Ghosh.

I build AI systems and lead the teams that deliver them. Over 25 years in technology - the last 9 in consulting - I’ve stayed hands-on at every level. I’ve been delivering production NLP and AI solutions since well before the current wave, and continue to work at the intersection of architecture, code, and business outcomes.

I write about what I build on this blog, www.nirmalya.net - benchmarks, trade-offs, and the gap between demos and production.

Opinions expressed on this blog are my own and do not represent that of my employer.

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