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Here are my recent blog posts and articles on AI research, industry insights, and technical topics.
Towards Trustworthy Enterprise Deep Research
October 24, 2025 | 9 min read
Deep Research is about understanding, reasoning, and synthesis—combining adaptive planning, retrieval, analysis, and context engineering to produce long-form, well-cited research outputs. This article explores how Enterprise Deep Research bridges internal knowledge and external insights to serve strategic business goals.
Enhancing LLMs with Synthetic Knowledge Ingestion: A Novel Approach from Intuit AI Research
Medium | Intuit AI Research
This article presents a novel approach to enhancing Large Language Models through synthetic knowledge ingestion, developed during my time at Intuit AI Research.
WACV 2024: Intuit AI Research Develops End-to-End Method for Document Enhancement using Diffusion
Medium | Intuit AI Research
Our work on document enhancement using diffusion models, presented at WACV 2024.
NeurIPS 2023: Intuit AI Research Presents Interactive Framework for Cost-Effective Fine-Tuning of Language Models
Medium | Intuit AI Research
An interactive framework for cost-effective fine-tuning of language models with sparse human supervision, presented at NeurIPS 2023.
Intuit AI Research Debuts Novel Approach to Reliable Hallucination Detection in Black Box Language Models
Medium | Intuit AI Research
Our work on SAC^3: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check Consistency, accepted by EMNLP 2023.
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