“Automations die without ownership.”
I specialise in the inner workings of language models, adapting and evaluating them so they perform reliably in production. IIT Kharagpur. Ex-EXL R&D.
Custom models with LoRA, Q-LoRA for domain-specific tasks. Not just prompting, but actually improving the model itself.
Retrieval with ColBERT, SPLADE and hybrid search. Measured against real questions, not guessed at.
Intent clustering, NER, summarization, question answering. Production-grade, not research-grade.
“Automations die without ownership.”
“Guardrails are product decisions.”
“Fewer actions, clearer wins.”
Tell us the problem and what needs to change. We will say honestly whether AI is the right instrument for it, or something else and how we would approach the solution.