Suranjana Samanta

3 papers · 2021–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 👥 Mega-Team · Squad

Venues

AAAI (2) ICML (1)

Top co-authors

Prateeti Mohapatra (3) Ruchi Mahindru (2) Debanjana Kar (2) Ting Dai (2) Pooja Aggarwal (2) Oishik Chatterjee (2) Steve Barbier (1) Saurabh Jha (1) Arthur de Magalhaes (1) Brad Blancett (1)

Research topics

Artificial Intelligence (1) Computer Science (1) Natural Language Processing (1) Applications · Natural Language Processing (1) Applications · Computer Science (1) Core AI (1)

Keywords

site reliability engineering (3) information retrieval (1) code generation (1) ai agent (1) script generation (1) large language model (1) conversational analysis (1) incident remediation (1) benchmarking (1) compliance and security operations (1) finops (1) information extraction (1) it automation (1)

Papers

ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks ICML 2025 ScriptSmith: A Unified LLM Framework for Enhancing IT Operations via Automated Bash Script Generation, Assessment, and Refinement AAAI 2025 Carbon to Diamond: An Incident Remediation Assistant System From Site Reliability Engineers’ Conversations in Hybrid Cloud Operations AAAI 2021