Elyes Rayane Melbouci

Elyes Rayane Melbouci

AI & Machine Learning Engineer , CNID

About

I’m an AI and Machine Learning Engineer at the CN Investment Division (CNID) and a software engineering student at ÉTS in Montreal. At CNID, I design and deploy machine learning models to solve complex investment related problems. I build automated data pipelines, train and validate predictive models, and integrate AI/ML solutions into production environments to enhance decision making and operational efficiency. My work spans the full ML lifecycle from data preparation and exploratory analysis to model deployment and continuous optimization.

Badges

Tastemaker
Tastemaker
Gone streaking
Gone streaking
Gone streaking 5
Gone streaking 5

Maker History

  • CoIsland
    CoIslandYour whole engineering stack, in a notch
    Sep 2026
  • Opale UI
    Opale UIAwwwards website for builders using WebGL, Three.js and more
    Feb 2026
  • RLAMA
    RLAMAOpen-Source RAG CLI for Ollama
    Mar 2025
  • Remind AI
    Remind AICapture your digital activity and use it as memory with AI.
  • 🎉
    Joined Product HuntMay 13th, 2024

Forums

What should CoIsland watch next?

CoIsland launches on Product Hunt on September 30.

It watches your engineering stack, 35+ connectors from GitHub and Sentry to Snowflake and PagerDuty, and shows only what breaks, in a small island on the edge of your screen.

Which tool should it watch next, and what should it tell you? Reply here. I read every one.

No promo code needed: the early bird price is already on. $5.99 once until October 25, then $19.99. Two Macs, a year of updates, a 30-day refund.

CoIsland - Your whole engineering stack, in a notch

CoIsland watches CI, deploys, errors, incidents and databases (35+ connectors) and shows only what breaks, in an island on the edge of your Mac's screen. Monitors are plain SQL or shell files. One click hands an alert to Claude Code, Codex or Cortex Code.

I cracked the code to building Awwwards-worthy websites.

Every site built with AI looks the same. You've seen it. Purple gradients, rectangular grids, emoji icons, the same shadcn layout copy-pasted a thousand times. I call it the vibe coder aesthetic.

I spent months trying to fix this. Not by switching models or using better prompts. By building something no one else has done: a structured persona system that teaches AI agents your taste.

View more