Montreal · Canada · 2026
Computer Science · Concordia University
Edmond Qiu
Computer Science · Software Engineering · Artificial Intelligence

Edmond Qiu

Software Developer
Location
Montreal
Graduation
Dec. 2026
Status
Canadian PR
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Backend Systems Artificial Intelligence Data Engineering Software Development Infrastructure
01 / Profile

Profile

Engineering
Artificial Intelligence
Infrastructure

A backend-leaning developer working at the intersection of AI systems, infrastructure, and software engineering.

I build the pipelines, routing logic, data systems, and containerized workflows that turn machine learning concepts into usable software. My background spans applied AI, data engineering, CI/CD automation, backend development, and experimentation with large language models.

Residency
Canadian PR
Patent
CA 3277585
Education
Concordia University
Languages
EN · CH · FR
02 / Experience

Experience

Selected professional
experience
JUL 2026
—
PRESENT
01

Product Research Intern, AI Model Developer

Cofferral · Montreal, QC
Case Study
DEC 2025
—
MAY 2026
02

Data Analyst Intern, Full-Stack Automation

Union Lighting & Furnishings · Montreal, QC
Case Study
03 / Selected Work

Work

Research
Software
Artificial Intelligence

A selection of systems and experiments developed across software engineering, machine learning, AI infrastructure, and applied research.

01

Offline AI-Driven Code Debugging

Patent CA 3277585
DistilBERT · TinyLLaMA

Offline AI framework combining static code analysis with Transformer models for secure and privacy-preserving automated debugging.

VIEW PATENT ↗
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02

Country Soccer Club System (CSCS)

Flask · MySQL
Python · SQL

Database-driven soccer club management system designed to manage members, teams, locations, and club information through a Flask-based web interface connected to a MySQL database.

VIEW DATABASE ↗
03

Team Project Leader

PHP · MySQL
JavaScript · Git

Open-source restaurant reservation platform developed with a 10-member team, including reporting, analytics, and localization features.

VIEW TEAM PROJECT ↗
04

LuxuryAI Clienteling Platform

Next.js · FastAPI
AI Agents · MongoDB

AI-powered clienteling platform for luxury retail, combining customer intelligence, personalized recommendations, and workflow automation.

VIEW LUXURY AI PLATFORM ↗
05

Deep Learning Waste Classification

PyTorch · CNN
ResNet18 · VGG16 · MobileNetV2

Comparative computer vision study using multiple CNN architectures, scratch training, transfer learning, and Grad-CAM analysis for automated waste-image classification.

VIEW CNNs LEARNING ↗
04 / Technology

Stack

Tools used to build
systems and experiments
01 / Programming

Languages

Python · Java · JavaScript · TypeScript
C · C# · C++ · PHP · SQL · Shell
02 / Backend

Web & Data

FastAPI · Node.js · React · Next.js
PostgreSQL · MySQL · MongoDB · Redis
03 / Artificial Intelligence

AI & Data

PyTorch · TensorFlow · Scikit-learn
Hugging Face · LangChain · LangGraph
RAG · IBM Granite
04 / Infrastructure

DevOps

Docker · Kubernetes · Helm
Azure DevOps · Jenkins · GitLab
CI/CD · n8n
Building systems with clarity.

Designing intelligence with purpose.
Software · Artificial Intelligence · Systems
05 / Contact

Let's create
something
meaningful.

Email LinkedIn GitHub