Pavan Kumar PHV

A body of work

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Project dates distinguish confirmed active years from public portfolio listings. Writing uses the publication date of the linked edition.

20264 items → 20253 items → 202411 items → 20233 items → 20221 items →

Undated / awaiting review

Existing project descriptions are retained. Their dates are unconfirmed, so they are not assigned to year archives.

Project

Domain-specific LLM Q&A and GenAI systems

Undated / awaiting review

Domain-specific question-answering systems and custom neural networks accelerating early defect detection across railway, telecom and solar industries. Alongside these, end-to-end GenAI builds including Stable Diffusion–based text-to-image models, LLM-powered analytics pipelines, and vector-database retrieval systems using LangChain with custom prompt-engineering frameworks — plus fine-tuning work across Falcon, LLaMA-2 and BERT-family models with PEFT.

My role: AI / ML systems engineer