git connect -u TheChoueiry

_console.log

"Hello, I'm Dimitri"

git checkoutabout

Hello, World! 👋

I'm a creative Applied AI/ML Engineer interested in building AI systems and products that solve real problems. Currently doing Applied GenAI at Autodesk building developer tools to enhance productivity and efficiency. On the side, I am an advisor (formally & informally) to a handful of AI startups, I founded TheGoatedProfessor, an AI study platform used by over 500 students, and led R&D on legal tech agents. I also teach a python & AI class, once a week, to kids aged 10–14. That's where the real challenge is. 😅

git checkoutexperience

P2 Applied AI/ML Software Development Automation Engineer – DevX

Autodesk

Nov 2025 - Present

▹Founding engineer and primary technical owner of a vision & reasoning-enabled Computer Use Agent (CUA) that controls the UI like a real user
▹Invented a VLM-based visual grounding & localization method for complex UI environments using general-purpose VLMs, increasing CAD object localization precision from 45% $ ightarrow$ 93%
▹Built a hackathon extension of this work that solved a high-priority initiative, resulting in a full redirection of the team's roadmap and executive visibility across multiple orgs
▹Enabled the automation of $sim$1200 previously complex and time-consuming manual UI QA tests, saving hundreds of QA-weeks of scheduled yearly testing
▹Selected to present the project at Autodesk's company-wide Month of Machine Learning showcase.

VLMsComputer Use AgentPythonOmniParserLLMsComputer Vision

AI / ML Engineer — Innovation & AI Team

Tecsys

May 2025 - Oct 2025

▹Built custom LLM+RAG Agent evaluation framework: 4 custom LLM judges with 20+ criteria converting qualitative traits to quantitative scores, layered with BERT/Rouge-L metrics.
▹Integrated evaluations into MLflow for experiment tracking and systematic evaluation of agent improvements, reducing LLM agent release cycles.
▹Solved data scarcity bottleneck for two projects by designing synthetic data generation pipelines.
▹Built full-stack evaluation workbench to research and compare model performance on computer vision tasks, shifting model selection from guesswork to data-driven decisions.

YOLOMLflowBERTRouge-LLLM as a Judge

Founder & AI Product Manager

TheGoatedProfessor / gl◠be

Jan 2025 - July 2025

▹Deployed an AI-powered study platform used by students in over 50 schools, helping them create better mental connections to study material.
▹Shipped 9 science-backed AI features—adaptive quizzes, slide-specific explainers, spaced-repetition prompts—that raised average quiz scores by 18pp.
▹Led a 4-person team; ran A/B-tested campaigns that drove 500+ early-adopter sign-ups and validated product-market fit.

NextJSTypeScriptOpenAI APILLMs

git checkoutprojects

git clone openlearn

▹OpenLearn

Open Source

An AI-powered lesson-to-video pipeline that converts raw educational content (text, markdown, PDF, slides) into structured explanations and rendered Manim scenes. Orchestrates ingestion, concept planning, code generation, rendering, and repair loops through a CLI workflow.

PythonManimLLMsCLIPDF/Markdown ingestion

git checkouttech-stack

Languages

PythonTypeScriptJavaSQL

AI / ML

TransformersViTsRAGMCPAI AgentsLLM EvaluationLangChainLangGraphPyTorchNumPyPandasScikit-learnAWS BedrockDatabricksFastMCP

DevOps

GitDockerVercelAWS LambdaAWS EC2Postman

Web

Next.jsNode.jsFastAPITailwindCSSFigma

Databases

PostgreSQLMySQLMongoDBFirebaseSupabaseAWS S3

git checkouteducation

Master of Computer Science in Data Science, with Emphasis on AI/ML

University of Illinois Urbana-Champaign

Urbana-Champaign, IL

Jan 2026 - Dec 2027

BCompSc in Computer Science, with Emphasis on AI/ML

Concordia University

Montreal, Canada

Jan 2022 - June 2025

Notable Coursework

▹Deep Learning

▹Computer Vision

▹Machine Learning

▹Intelligent Systems

▹Data Structures & Algorithms

▹Object-oriented Programming

▹Databases

▹Linear Algebra

▹Multi-variable Calculus

▹Optimization

git checkoutcontact

Let's Connect!

Get my CV

I'm always open to discussing new projects, creative ideas, or opportunities to be part of your visions. Feel free to reach out through any of these platforms:

d.elchoueiry@gmail.com