2 citations · 3 across the 4 of their papers we have counts for
5 papers
Continuous Process-Level Evaluation for Evolving Enterprise AI Agent Skills
Ngoc Phuoc An Vo, Aarya Doshi, Vadim Sheinin
Enterprise AI agent skills evolve as tool APIs, models, and specifications change, yet final-output evaluation can miss process-level behavioral drift. We present a continuous eval…
FinOps Agent -- A Use-Case for IT Infrastructure and Cost Optimization
Ngoc Phuoc An Vo, Manish Kesarwani, Ruchi Mahindru +1
FinOps (Finance + Operations) represents an operational framework and cultural practice which maximizes cloud business value through collaborative financial accountability across e…
LLM-as-a-Judge for Reference-less Automatic Code Validation and Refinement for Natural Language to Bash in IT Automation
Ngoc Phuoc An Vo, Brent Paulovicks, Vadim Sheinin
In an effort to automatically evaluate and select the best model and improve code quality for automatic incident remediation in IT Automation, it is crucial to verify if the genera…
Execution-Based Evaluation of Natural Language to Bash and PowerShell for Incident Remediation
Ngoc Phuoc An Vo, Brent Paulovicks, Vadim Sheinin
Given recent advancements of Large Language Models (LLMs), code generation tasks attract immense attention for wide application in different domains. In an effort to evaluate and s…
Domain Adaptation of a State of the Art Text-to-SQL Model: Lessons Learned and Challenges Found
Irene Manotas, Octavian Popescu, Ngoc Phuoc An Vo +1
There are many recent advanced developments for the Text-to-SQL task, where the Picard model is one of the the top performing models as measured by the Spider dataset competition.…