Hey All! Welcom to my website. Lab experiments are a work in progress.

Arman Radmanesh

About me

I'm Arman Radmanesh — a Graduate Research Assistant and MS Data Science & Analytics student at the University of Oklahoma. I build agentic AI systems, multimodal LLM pipelines, and production-grade research tools that solve complex, real-world problems.

My work blends deep learning, computer vision, semantic retrieval, evaluation science, and full-stack engineering. I develop multi-agent LLM systems, RL-based post-training loops, and multimodal evaluation frameworks. My research focuses on Agent-to-Agent (A2A) orchestration for code generation and critique, vision-language pipelines for layout extraction and sketch-to-code systems, semantic retrieval systems using LlamaIndex, LangChain, LangGraph, and Qwen, and automated benchmarking and evaluation frameworks.

I work with

React
,
Next.js
,
TypeScript
, and
Tailwind
for frontend development, alongside
PyTorch
,
TensorFlow
,
LangChain
, and various LLM frameworks for AI/ML work. Beyond code, I enjoy exploring agentic system design, multimodal reasoning, distributed ML pipelines, and building research tools that turn messy datasets into clean insights.

Education

  1. The University of Oklahoma

    Masters of Science in Data Science and Analytics

  2. Amirkabir University of Technology

    Bachelor of Science in Software Engineering

Experience

  1. Graduate Research Assistant

    University of Oklahoma

    Develop multi-agent LLM systems, RL-based post-training loops, and multimodal evaluation frameworks. Focus on Agent-to-Agent (A2A) orchestration for code generation and critique, vision-language pipelines for layout extraction and sketch-to-code systems, semantic retrieval systems using LlamaIndex, LangChain, LangGraph, and Qwen, and automated benchmarking and evaluation frameworks.

  2. Volunteer Developer/Researcher

    New School for Social Research

    Building two research platforms: Cut (Lens) for psychological and behavioral studies, and Jamasp for wearables data collection to analysis.

  3. Software and Web Developer

    Freelance

    Delivered a wide range of web apps using Java, React, PHP, static sites, and GCP—across greenfield builds and modernizations.

  4. Software Engineer

    BongaMonga®

    Built a web/mobile real‑estate platform for listings, search, and rentals.

  5. Software Engineer

    WhiteOx

    Worked on building a platform for online multi-player card games.

  6. Software Engineer/Co-Founder

    Ratnic

    Developed a social platform with quiz‑driven engagement and rewards.

  7. Software Engineer

    IRS

    Designed and developed the front‑end for Clonet, a firewall appliance solution.

  8. Research Engineer/Developer

    ICT Research institute

    Developed a knowledge management platform for automated network attack reporting using OWL ontologies and logic reasoning.