Work

Portfolio

Case studies, projects, experience, and the tools behind the work.

Core Stack

The tools I use most when building data systems, internal AI tooling, and the infrastructure around them.

SnowflakedbtAirflowPythonSQLMCP

Case Studies

Selected production systems, internal tooling, and platform work from Sanofi's AI CoE. This is the clearest view of what I actually built and owned.

Sanofi // Fall 2025 - Present

Snowflake Cortex Agent Architecture

Agents

Built and owned core parts of a production internal agent experience that helped users access project, portfolio, and application information without manually assembling reports.

What I Owned

Owned agent integrations with internal systems and helped design and implement the main agent experience.

Why It Mattered

Moved from prototype work into a production internal environment rather than staying as a demo or sandbox workflow.

Snowflake / Cortex / dbt / Airflow / SQL / Enterprise Integrations

Read Study

Sanofi // Fall 2025 - Present

dbt Pipeline Automation for Budgeting & Forecasting

dbt

Worked on a dbt-driven data pipeline powering an internal planning workflow, with a strong emphasis on CI/CD, testing, and business-logic automation.

What I Owned

Worked as a data engineer on the pipeline and surrounding engineering workflow for the forecasting product.

Why It Mattered

Supported an internal forecasting workflow that mattered across the organization, not just to a single team.

dbt / Airflow / GitHub Actions / SQL / Automation / Subagents

Read Study

Projects

Noteworthy Platform

Distributed Collaboration

A scalable collaborative note-taking app built with C++, Qt, and WebAssembly. Features real-time data persistence and Docker containerization.

C++ / Qt / WebAssembly / Docker / Nginx

Cyclicus Trading

ML Signal Generator

Trading signal generator integrating BERT-based NLP sentiment analysis and Random Forest models. Visualized via a FastAPI/Vue.js dashboard.

Python / BERT / Scikit-learn / FastAPI / Vue.js

Proxmox HA Cluster

Homelab Infrastructure

Architected a 3-node Proxmox high-availability cluster for home automation, DNS, and virtual machines using power-efficient hardware and redundancy strategies.

Proxmox / Linux / Virtualization / Networking

C-Based Spreadsheet

Low-Level Computation

Built a functional spreadsheet engine from scratch in C, implementing custom memory management and mathematical algorithms.

C / Algorithms / Memory Management

Experience

Sep 2025 – Present

Data & AI Engineer Co-op @ Sanofi

Engineered semantic models and agent workflows using Snowflake Cortex, bridging complex SQL logic with Python to streamline internal portfolio data access.

Snowflake / dbt / Python / Airflow / Cortex Analyst / SQL

Jun 2025 – Aug 2025

Data & Analytics Intern @ Tilray Brands

Used SQL and Python to analyze large-scale sales and operations data, uncovering trends and delivering actionable insights across departments.

Python / SQL / Power BI / Data Analysis

May 2024 – Apr 2025

Electronics I Course Developer @ Smith Engineering

Engineered comprehensive lab content using LTSpice and LaTeX. Debugged circuit designs and supported over 200 electrical engineering students.

LTSpice / LaTeX / Circuit Design / Pedagogy

May 2024 – Aug 2024

Digital Classrooms Intern @ Queen's University ITS

Optimized technological infrastructure through strategic hardware upgrades and process automation.

Hardware / IT Infrastructure / Automation

May 2023 – Sep 2023

Information Technology Analyst Intern @ Legal Aid Ontario

Used Azure Cloud, VMware, and Citrix tooling to support IT operations and independently delivered internal knowledge and inventory projects.

Azure / VMware / Citrix / IT Operations

Technologies

The broader toolchain behind the work above, spanning data engineering, infrastructure, automation, and systems work.

Languages

PythonC++JavaCSQLBashGo

Data Engineering

SnowflakedbtAirflowPandas

Infrastructure

DockerLinuxAzureProxmox

Web & Tools

GitJiraPower BIMCP

Background

Education

Expected 2026

B.A.Sc. in Computer Engineering @ Queen's University

Data Structures & Algorithms / Digital Systems / Circuits I / Microprocessors & Embedded Systems / Computer Architecture

Leadership & Volunteer

Jan 2023 – Jan 2024

Vice President of Communications @ The Ontario Engineering Competition 2024

Led communications team managing stakeholder relationships and coordinating logistics for 300+ competitors across Ontario.

Project Management / Stakeholder Relations / Documentation

Apr 2023 – Apr 2024

IT Operations Team Manager @ Engineering Society of Queen's University

Directed IT Operations team managing server infrastructure and system maintenance using Microsoft Azure.

Azure / IT Infrastructure / Team Leadership

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