Mandar Kulkarni

Papers on Lattice

Total citations

Topics

Publication activitypapers/week, last 8 weeks

Research focus

Natural Language Processing (1)Reasoning & Chain-of-Thought (1)Recommendation & Information Retrieval (1)

Frequent co-authors

Hao Chen (1)Charlie (1)A. Pooja (1)Samir Shah (1)

Papers (2)

Sep 2, 2026

Mandar Kulkarni +2Sep 2, 2026

Large Language Models (LLMs) for Telecom Root Cause Analysis (RCA): A Structured Reasoning Framework for Evidence-Grounded Diagnosis

Structured reasoning in LLMs can dramatically boost diagnostic accuracy in telecom root cause analysis, overcoming the limitations of vanilla models.

Mandar Kulkarni, Hao Chen, Charlie

Natural Language Processing Reasoning & Chain-of-Thought

Aug 19, 2026

Mandar Kulkarni +2Aug 19, 2026·also Affiliation:

Bridging Search and CRM: Productionizing AI Product Research Agents for Customer Re-Engagement

AI Product Research Agents can significantly boost customer engagement and sales by delivering personalized recommendations directly through WhatsApp, transforming how e-commerce platforms interact with users.

Mandar Kulkarni, A. Pooja, Samir Shah

Recommendation & Information Retrieval