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yanischalel/README.md

Hi, I'm Yanis

Computer Science graduate from Université de Montréal. Three software engineering internships at GoTo spanning React/TypeScript frontend, Java backend pipelines, and infrastructure tooling. Most interested in the seam between production engineering and applied ML.

Recent highlights

1st of 77 teams at the Bell x Mila x BuzzHPC x Kids Help Phone AI Safety Hackathon. Built a multilingual guardrail stacking a fine-tuned mmBERT classifier with a Cohere LLM judge using a five-question chain-of-thought framework. F1 0.906, recall 0.969. Presented at the CRIM 40th anniversary conference.

Ubisoft GameLab Competition 2026 as gameplay programmer, representing UdeM. Unreal Engine 5.6, split-screen local multiplayer, player powers...

Three internships at GoTo. Production work across frontend architecture, backend data pipelines, and infrastructure / quality engineering.

Stack

Languages: TypeScript, Python, Java, C++ Web: React, Node.js ML / NLP: PyTorch, Hugging Face Transformers, BERT / mmBERT, LLM evaluation, chain-of-thought prompting Game dev: Unreal Engine 5, Blueprints Infra: AWS, CI/CD, observability

Contact

LinkedIn · yanis.chalel@umontreal.ca

Open to Software Engineer and ML Engineer roles. Montreal, remote, or relocation.

Pinned Loading

  1. multilingual-guardrail-mila-hackathon multilingual-guardrail-mila-hackathon Public

    Stacked multilingual guardrail (mmBERT + Cohere c4ai LLM judge) for crisis detection in youth chat. 1st of 77 teams at the Bell x Mila x BuzzHPC x Kids Help Phone AI Safety Hackathon. F1 0.906, rec…

    Python

  2. Airbnb-Price-Prediction Airbnb-Price-Prediction Public

    Dynamic pricing of Airbnb listings in Paris using a hybrid dataset. Compares static models vs. temporally enriched models (month, seasonality) with Random Forests, combining InsideAirbnb data and c…

    Jupyter Notebook

  3. Kerwan0916/ConcoursUbisoft2026 Kerwan0916/ConcoursUbisoft2026 Public

    C++