Marc Godbout-Chouinard

BS Computer Science and MS Artificial Intelligence at WPI, 2027. I benchmark retrieval for medical RAG on WPI's Turing cluster and build applied ML systems end to end.

Selected work

Featured
research 2026–ongoing ongoing

Benchmarking Retrieval for Medical RAG

Head-to-head evaluation of sparse, dense and graph-based retrieval on a PubMed medical corpus, run at scale on WPI's Turing cluster.

  • nlp
  • information-retrieval
  • medical
  • rag
  • tf-idf
 Featured
personal 2026

DropScout

Competition-intelligence dashboard that scrapes three marketplaces in parallel and rolls listings into a 0–100 product competition score.

  • tabular
  • web-systems
  • information-retrieval
  • weighted-scoring
  • async-scraping
All work →

02 / Trajectory

Jan 2023 to now

Degree and roles on one axis rather than two separate lists. The overlap is the point: the coursework and the paid work happen at the same time.

Education

  • BS in Computer Science, MS in Artificial Intelligence

    Worcester Polytechnic Institute

    Aug 2023 – May 2027 (expected)

Roles

  • RAG Model Researcher

    Worcester Polytechnic Institute

    Jan 2026 – present · ongoing

    • Worked with PhD students assessing medical Retrieval-Augmented Generation (RAG) systems for accuracy and reliability.
    • Built and ran benchmarking workflows through SCT-Bench and a PubMed-based medical corpus from Hugging Face.
    • Executed large-scale benchmarking jobs for medical RAG systems on WPI's Turing ARC cluster with Slurm.

  • Remote Mathematics AI Trainer

    Outlier

    Jan 2023 – Dec 2025

    • Tailored and validated 200+ complex mathematical and logic-based prompts to benchmark LLM reasoning capabilities.
    • Carried out in-depth assessments of AI technologies to ensure efficiency and user satisfaction.
    • Collaborated with teams of AI trainers to maintain quality standards across training datasets.

  • Research & Strategy Consultant

    Appalachian Mountain Club

    Jan 2025 – Dec 2025

    • Developed user stories and end-to-end stakeholder analysis of the Appalachian Mountain Club.
    • Facilitated guided interviews and meetings with stakeholders at every level, from executive leadership through to staff and customers.
    • Collaborated within a fast-moving Agile environment with strict report and deliverable deadlines.

  • Code Sensei

    Code Ninjas

    Jan 2024 – present · ongoing

Skills

Rows are skills, columns are the projects on this site. A filled cell means that project's stack, methods, or domains genuinely include that skill, cross-referenced from the same frontmatter that drives the case studies, not self-rated. An empty row isn't a claim about how a skill was learned; it just means nothing here demonstrates it yet.

22 of 41 skills have at least one filled cell below

Skills cross-referenced against this site's projects. A filled cell means that project's stack, methods, or domains include that skill; an empty cell means nothing published here demonstrates it yet.
Skill DropScout HouseHub Model Builder MordBot Benchmarking Retrieval for Medical RAG RNN Pop Music Generation Research Position Portal
Languages
Python used in DropScout used in HouseHub used in Model Builder used in MordBot used in Benchmarking Retrieval for Medical RAG used in RNN Pop Music Generation used in Research Position Portal
Java
TypeScript used in DropScout used in Model Builder
C
C++
C#
SQL
Assembly
Bash
HTML used in HouseHub used in Research Position Portal
CSS used in HouseHub used in Research Position Portal
Frameworks
PyTorch used in MordBot used in Benchmarking Retrieval for Medical RAG used in RNN Pop Music Generation
Hugging Face used in MordBot used in Benchmarking Retrieval for Medical RAG
scikit-learn used in Model Builder
LightGBM used in Model Builder
FastAPI used in DropScout used in Model Builder
Flask used in HouseHub used in Research Position Portal
React used in DropScout used in Model Builder
Next.js used in Model Builder
SQLAlchemy used in HouseHub used in Model Builder used in Research Position Portal
Flask-Migrate used in Research Position Portal
pytest
music21 used in RNN Pop Music Generation
Tailwind used in DropScout used in Model Builder
Bootstrap used in HouseHub used in Research Position Portal
.NET
Azure OCR
Tools
Git
GitHub
Docker used in DropScout used in Research Position Portal
AWS (EC2, RDS) used in Research Position Portal
Slurm used in Benchmarking Retrieval for Medical RAG
PostgreSQL used in DropScout
Linux
Unity Engine
Android SDK
Agile used in Research Position Portal
Vim
VS Code
IntelliJ
VirtualBox

Education

Worcester Polytechnic Institute

BS in Computer Science, MS in Artificial Intelligence

GPA

3.90 / 4.0

  • honor Dean's List (2023 – present)
  • honor Presidential Scholarship

Coursework 10

  1. 01 Software Engineering
  2. 02 Machine Learning
  3. 03 Intro to AI
  4. 04 Algorithms
  5. 05 Operating Systems
  6. 06 Databases
  7. 07 Software Security
  8. 08 Cryptography
  9. 09 Systems Programming
  10. 10 Assembly Language

Contact

Marc Godbout-Chouinard

marcgc05@gmail.com
GitHub ↗