AI/ML Researcher · SWE

Arham Doshi

CS + Linguistics @ UT Austin · AI/ML + SWE

Published NLP researcher — ACL & CoNLL 2025.

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Publications

Research

CoNLL 2025aclanthology.org/2025.conll-1.23

Bridging the Socioeconomic Gap in Education: A Hybrid AI and Human Annotation Approach

SMU CS Dept. · Nahed Abdelgaber, Labiba Jahan, Arham Doshi, et al.

Predicted socioeconomic class from Reddit data using hybrid AI + human annotation, combining transformer models with linguistic feature engineering across 30k+ entries.

Read on ACL Anthology

ACL 2026arxiv.org/abs/2601.11886

Faithfulness vs. Safety: Evaluating LLM Behavior Under Counterfactual Medical Evidence

UT Austin Discourse Lab · Junyi Jessy Li

Studied how frontier LLMs handle counterfactual medical evidence, revealing critical safety gaps in RAG systems.

Read on arXiv

RARSDOI: 10.58445/rars.1453

The Loss in AI Translation: Examining the Pitfalls and Ethical Implications of AI Translation

Research Archive of Rising Scholars

Evaluated AI translation models on Hindi-to-English Jain scripture tasks, analyzing semantic distortion, cultural misinterpretation, and ethical implications of NLP on religious texts.

Read on RARS

What I bring

Skills & highlights

Research

ACL 2026 — LLM faithfulness vs. safety in medical RAG
CoNLL-2025 — SES prediction via Reddit + NLP
RARS — LSTM-based Hindi-English Jain scripture translation
UT Austin Dell Medical — Speech Disorders & Technology Lab

ML Engineering

Frameworks: PyTorch, Hugging Face, scikit-learn, scikit-survival
Techniques: LoRA fine-tuning, RAG, transformer eval pipelines
NLP: spaCy, NLTK, BERT/RoBERTa, Sentence-BERT
Infra: TACC HPC (SLURM/Apptainer), Azure OpenAI API, PostgreSQL

Leadership

Convergent (AI/ML Club) — Software Engineer; won $200 in competitive project showcase
Nonprofit founder — Jain Enlightened (500+ users)
Top-3 pitch at PM Accelerator program
VEX Robotics World Championship qualifier

Career

Experience

May 2026 – Present

Research Assistant

UTSW · Deep Learning for Precision Health Lab (Montillo Lab)

May 2026 – Present

Research Assistant

UTSW · Wenqi Lab

May 2026 – Present

Research Assistant

UT Austin Dell Medical · Wang Lab (Speech Disorders & Technology Lab)

Oct 2025 – Jan 2026

Undergraduate Research Assistant

UT Austin — Discourse Lab (Junyi Jessy Li)

Co-authored ACL 2026 paper studying how frontier LLMs handle counterfactual medical evidence — revealing critical safety gaps in RAG systems. Built evaluation pipelines using Azure OpenAI across multiple experimental conditions.

May – Sep 2025

Research Assistant

Baylor College of Medicine — Hayden Lab

Transcribed and analyzed 4,000+ verbal responses from epilepsy patients. Extracted acoustic features in Praat; improved transcription model by 12%.

Jul 2024 – Feb 2025

Research Assistant, Co-Author

Southern Methodist University — CS Dept.

Co-authored CoNLL-2025 paper on SES prediction via Reddit + NLP. Preprocessed 30k+ entries with NLTK, spaCy, LDA, and transformer models.

Jun 2024 – Aug 2024

Research Assistant – Meme Analysis (NLP/ML)

University of Texas at Dallas

Conducted a para-review analyzing meme dissemination using NLP and machine learning.

Sep 2024 – Feb 2025

AI Software Engineering Intern

PM Accelerator

Designed college match platform with ML recommendations and speech-to-text. Delivered top-3 final pitch.

2023 – Present

Founder

Jain Enlightened

Built and deployed a multilingual ed-tech nonprofit platform (React + Node.js + DigitalOcean) with a fine-tuned LLM chatbot and mobile app (500+ downloads).

Selected work