01 — NEURAL CORE

BUILDING
IntelligentIntelligent, Scalable, Resilient SYSTEMS

Software developer building enterprise automation, AI-powered applications, and scalable cloud integrations.

Available for Fall 2026 Opportunities

02 — IDENTITY LAYER

A developer at the intersection of software, ML, and scalable systems.

I am a Computer Science student at McMaster University with experience building enterprise integrations, cloud automation workflows, and AI-powered applications. I enjoy solving complex problems at the intersection of software engineering, machine learning, and scalable systems.

George Ghiuganactive

Software DeveloperGG

AI Perspective Reasoning

Researcher

AWS Cloud + AI

Certified

Enterprise Automation

Experience

03 — EXPERIENCE PATHWAY

Engineering enterprise pathways.

JAN 2026-PRESENT

Software Developer Intern

Ontario Government

Current

Built enterprise integrations connecting Azure DevOps, BMC Remedy, and SQL Server to support change management workflows.
Designed CRQ automation pipelines with trigger-based creation, metadata handling, approvals, tracking, and closure.
Developed internal AI and documentation tools, including RAG-based knowledge access for government IT standards.

Azure Logic AppsService BusAzure DevOpsBMC RemedySQL ServerREST APIs

APR 2026-PRESENT

AI Research Assistant

McMaster University - Perspective Reasoning Research

Research

Conducting research on perspective reasoning and annotator subjectivity in natural-language understanding tasks.
Analyzing span-level annotations, disagreement patterns, and inter-annotator agreement across Reddit discussion data.
Developing Python-based evaluation workflows for token-level metrics, IoU analysis, and qualitative error review.

NLPPerspective ReasoningPythonData AnnotationModel EvaluationResearch

MAY 2025-AUG 2025

ICT Intern

Halton Healthcare

Deployed and configured 1,000+ thin clients across hospital sites to improve access to clinical systems.
Supported secure healthcare IT operations through VM work, group policy updates, and memory resource optimization.
Contributed to AI chatbot readiness by validating documentation and preparing knowledge content for retrieval workflows.

PowerShellSCCMAzureActive Directory

SEP 2024-JAN 2026

Teaching Assistant

McMaster University

Led Python programming tutorials for 60+ students, reinforcing core computer science and problem-solving concepts.
Provided debugging support and assignment feedback to help students improve code quality and reasoning.
Collaborated with course staff to keep tutorials, assessments, and student support consistent across the course.

PythonTeachingAlgorithmsData Structures

SEP 2022-SEP 2023

Full Stack Developer

Oakville North Dentistry

Built and maintained frontend and backend website features using PHP, JavaScript, SQL, and UI/UX improvements.
Managed database-backed client information features with MySQL to support site functionality.
Updated blog and social content to improve usability, communication, and the clinic's online presence.

ReactNode.jsDatabasesAPIs

04 — PROJECT SIGNALS

Selected projects.

Featured Project

News Bias Classification Platform

A full-stack news bias classification platform with user submissions, leaderboard-based evaluation, and live RoBERTa-powered article classification.

PythonTransformersHugging FaceReactFastAPIPostgreSQLRoBERTaTF-IDFMacro F1

View GitHub Live Demo

Ocular Disease Identifier

A full-stack medical imaging app for eye disease diagnosis, trained on large retinal image datasets with model and frontend integration.

PythonTensorFlowOpenCVCNNFlaskTypeScriptAuthentication

View GitHub

Word Suggestion Engine

A REST service using an encoded trie structure to deliver prefix-based word suggestions with documented API behavior.

PythonAlgorithmsTrieFlaskREST APIOpenAIYAML

View GitHub

05 — Skill Stack

Skills and tools.

Languages

PythonJavaCSQLJavaScriptTypeScriptHTML/CSSPHPMATLABBash

AI / Machine Learning

TransformersHugging FaceNLPRAG PipelinesPyTorchTensorFlowScikit-learnPandasNumPySciPyMatplotlibJupyterLLMsPrompt EngineeringFine-TuningFeature EngineeringModel Evaluation

Cloud & DevOps

AzureAWSLogic AppsService BusAzure DevOpsDockerGitHub ActionsJenkinsREST APIsGoogle Cloud PlatformMLOpsCI/CD Pipelines

Frameworks & Databases

ReactNext.jsNode.jsFastAPIFlaskLangChainSentence TransformersPostgreSQLSQL ServerMongoDBMySQLJUnitMavenWordPress

06 — OPEN CHANNEL

LET'S BUILD SOMETHING
meaningful together.

Get in Touch

Email LinkedIn GitHub

BUILDINGIntelligentIntelligentIntelligent, Scalable, Resilient SYSTEMS