Software Engineer · Applied AI & Finance

JacobCossette

Montréal-raised software engineer, now focused on applied AI and LLM agents in finance. My path runs across mining, simulation, music tech and finance — from fiber optic networks underground to production AI tooling inside a regulated bank.

  • Open to opportunities
  • Applied AI · LLM agents
  • Montréal, Canada
  • B.Eng — ÉTS
Software EngineeringApplied AI × LLM AgentsFull-Stack DevelopmentSystem Design × Machine Learning3D GraphicsDesign × EngineeringEntrepreneurshipInnovationSoftware EngineeringApplied AI × LLM AgentsFull-Stack DevelopmentSystem Design × Machine Learning3D GraphicsDesign × EngineeringEntrepreneurshipInnovation
Selected Projects

Work

01Work in progressOngoing

Gaussian Splatting in 3D Rendering Pipeline

An innovative 3D rendering technique using Gaussian Splatting integrated with machine learning for dynamic parameter optimization. Shaders implemented in GLSL and rendering in OpenGL to improve efficiency and visual quality in complex 3D scenes.

GLSL
Custom shader pipeline
ML-tuned
Gaussian parameter optimization
  • OpenGL
  • GLSL
  • C++
  • Python
  • TensorFlow
02Work in progressOngoing

Snow Removal Service Management Web App

An Uber-like web application for managing and ordering snow removal services in Montréal. Server-side rendering with Next.js and TypeScript, a responsive Tailwind UI, user authentication, service ordering, subscription management, and real-time updates.

SSR
Next.js + TypeScript front end
Go
Real-time backend services
  • Next.js
  • TypeScript
  • Tailwind CSS
  • React
  • Node.js
  • GoLang
View all work

Looking for more?

My full curriculum — detailed roles, governance, education, awards and skills — lives on one long-form page.

View full CV
My Story

About

I've spent my career across diverse fields — from designing fiber optic networks 4,000 feet underground in mining, to building multi-node virtualization solutions for advanced simulators at CAE, and today shipping production software and applied-AI tooling in regulated finance.

My work has never been only about solving technical problems. As President of the ÉTS student association, I led the recovery of $1M in lost assets while expanding the team from 4 to 60+ people.

At my core, I'm an engineer, builder, and crisis strategist — today focused on applied AI and LLM agents in finance, and still driven by shipping things that matter and sharing what I learn along the way.

Experience
Education
  • CFA InstituteCFA Program — Level 1 Candidate (in progress)
    2025 — Now
  • École de technologie supérieure (ÉTS)B.Eng, Software Engineering
    2021 — 2025
  • Polytechnique MontréalElectrical Engineering
    2017 — 2020
  • Cégep de Saint-JérômeSciences
    2015 — 2017
Awards & Distinctions
Skills
  • LLM Agents
  • Applied AI
  • TypeScript
  • Go
  • Python
  • Java
  • C++
  • React
  • Next.js
  • Node.js
  • SvelteKit
  • Docker
  • AWS
  • OpenGL / GLSL
  • Machine Learning
  • Microservices
  • System Design
  • Full-Stack
  • Leadership
  • Fundraising
Get in touch

Say hi!Let's talk

Prefer email? jacob.cossette.1@ens.etsmtl.ca

Montréal, Canada