Experience

Research, teaching, and leadership roles that shaped my work in machine learning and NLP.

Graduate Research Assistant
University of Arkansas
Project: Fair and Robust Language Models
Instructor: Prof. Lu Zhang
08/2021 - Present
Fayetteville, AR, USA
  • Conduct research on fair and robust language models using large language models and causal inference
  • Develop methods for counterfactual text generation and style transfer using LoRA, contrastive learning, and representation-level constraints
  • Design evaluation frameworks using LLM-as-a-judge and embedding-based semantic metrics
  • Publish research on robust NLP models and adversarial detection in venues such as AACL-IJCNLP and Entropy
Extracurricular
President
Nepalese Student Association (NeSA)
Project: Community and Cultural Events
10/2024 - 11/2025
University of Arkansas, Fayetteville, AR, USA
  • Served as President of the Nepalese Student Association (NeSA) for the 2024–2025 academic year
  • Organized major cultural and community events including Nepali New Year Night, Nepali Game Night, and Deusi Bhailo celebration
  • Managed organizational funds, budgeting, and financial planning for student events
  • Coordinated with university administration and local Nepalese community organizations
  • Led event planning, logistics, volunteer coordination, and community outreach