Hi, I'm Javier Huang 👋
I am a dedicated and experienced full-stack and AI/ML developer
Scroll down to see my work!
About Me
I am an undergraduate student in the University of Toronto Engineering Science program, pursuing the Machine Intelligence major. I have over four years of hands-on experience in designing and building real-world applications, focusing on user experience, database design, scalability, and integrating AI/ML features.
That's me!Experience
A selection of my professional work and research experience, roles, and the technologies I've used along the way.
Recent Experience
December 2025 - Present
MCPFastAPINode.jsReactVue.jsPrometheusGrafanaDockerJiraGitHub
Project Manager of Agentiiv's MCP Gateway ML project, building a production-grade communication platform for AI agents and MCP servers. Defined project requirements, scope, and timelines, while tracking progress and managing the team using Agile Scrum and Jira. Leading system design and implementation, as well as addressing technical challenges.
October 2025 - Present
PythonPyTorchTensorFlowOpenCVPaddleOCRAWS EC2SupabaseNext.jsReactFlutterGitHub
Developing AuditMate, an AI-driven web and mobile platform that automates building energy audits by guiding users through assessments and analyzing results with object detection, OCR, and LLMs.
Performing data analysis and image preprocessing. Building and integrating machine learning and deep learning pipelines that support both professional auditors and individual clients, enabling self-serve and guided audit experiences.
Deploying the full cloud-based architecture using AWS EC2 and integrating AI services with Next.js and Flutter frontends to deliver scalable, accessible applications.
October 2025 - Present
Next.jsReactSupabasePostgreSQLREST APIsZodJestFigmaGitHub
Full-stack developer for GenAI Genesis 2026, Canada's largest AI hackathon with 600+ participants in 2025. Building and maintaining the website, participant and judging platforms, workflow tools, and support systems.
Designing and implementing secure REST APIs, database schemas, role-based access control, and user interfaces to ensure scalable and secure data management.
Collaborating with cross-functional teams to deliver a seamless and successful hackathon experience.
Aug 2025 - Present
PyTorchTensorFlowscikit-learnPandasNumPyJupyter NotebookGoogle ColabYOLOv11MobileNetV3ResNet-50LaneNetk-means clusteringGMMDockerAzure API ManagementREST APIsNext.jsReactGitHubVisual Studio CodeJira
Leading development of the SceneClarity ML project, an interpretable deep learning pipeline for autonomous vehicle perception, and managing the project using Jira. Analyzing and augmenting large datasets, and building ML models for object detection (YOLOv11, LaneNet), classification (MobileNetV3, ResNet-50), and unsupervised cause attribution (KMeans, GMM).
Integrating outputs from multiple models and researching scoring and weighting methods to reflect real-world autonomous vehicle safety. Delivering Dockerized REST APIs and a React web app for use by other researchers and developers. Presented the project to stakeholders at various events and conferences, including the EigenAI 2025 Conference.
Projects
Explore my projects across three categories: Machine Learning & AI, Business & Education, and Online Web Games.
Featured Projects
IMI Big Data & AI Competition 2025-2026 arrow_outward
December 2025 - Present
PythonPandasNumPyscikit-learnJupyter NotebookGitHub
Participating in the IMI Big Data & AI competition hosted by Scotiabank and the University of Toronto, analyzing largely unlabelled financial datasets, performing statistical analysis, training machine learning models, and using LLMs to identify and interpret money laundering cases.
Buzby arrow_outward May 2024 - September 2024
SvelteTypeScriptSvelteKitFirebaseFirestore Cloud DatabaseFirestore (API)GitGitHubVisual Studio CodeCloudflare Pages
Designed and developed Buzby, a full-stack SvelteKit web application with Firebase authentication and Firestore integration to streamline group project collaboration. Defined features and database schemas based on survey data, building user-friendly frontend components like project invitations, live chat, task lists, Gantt charts, and calendars. Continuously refined the app through beta testing and real-world user feedback from the International Baccalaureate Collaborative Sciences Project.
IFT-X arrow_outward March 2024 - January 2025
GitHub arrow_outward SvelteSvelteKitTypeScriptThree.jsCloudflare Pages
IFT-X is a 3D web game for rocket enthusiasts that simulates SpaceX’s Starship customization and testing process. Developed interactive 3D features using SvelteKit and Three.js, hosted on Cloudflare Pages. Designed and implemented a seamless UI, created a custom physics engine simulating realistic rocket flight dynamics, and integrated the Nebula particle system for advanced 3D effects.
Certifications
Featured certifications across AI/ML, Cloud Platforms, Databases, and more technologies.
Courses
Academic coursework and professional development courses spanning machine learning, computer science, mathematics, software engineering, and engineering design.
Awards
Academic achievements, competition wins, and recognition for excellence.
2025 National Book Award • University of Toronto • May 2025
For outstanding academic performance and active engagement in schools and communities.
2025 IB Sustained Academic Achievement Award • St. Robert Catholic High School, International Baccaleaureate • May 2025
For demonstrating continuous academic success throughout the IB Diploma Programme
Project - PartnerSphere
Team Schwarzschildren
Skills
Programming Languages
HTMLCSSJavaScriptTypeScriptJSXTSXSvelteJavaPythonCC++C#SQLDartMatlabGDScriptXML
Front-End Frameworks
AngularSvelteKitNext.jsFlutterVue.js
Back-End Frameworks
Spring BootNode.jsDjangoFastAPI
APIs & BaaS
Spring Boot RESTSupabaseFirebaseFirestore (API)Google MapsAzure API ManagementAWS EC2AWS LambdaAWS S3REST APIs
AI/ML
TensorFlowPyTorchTorchvisionTorchinfoPILscikit-learnHugging FaceHugging Face TransformersLangChainLangGraphspaCyOpenCVPaddleOCRYOLOYOLOv11MobileNetV3ResNet-50LaneNetk-means clusteringGMMRandom ForestDBSCANCohereOpenAIOpenRouter APINumPyPandasSciPyMatplotlibSeabornPlotly
Libraries
ReactThree.jsPygameLogbackZodJest
Databases
Snowflake Cloud DatabaseSupabase Cloud DatabaseFirestore Cloud DatabaseMongoDB Cloud DatabasePostgreSQLMySQLPGVector
Database Tools
pgAdminMySQL Workbench
Development Tools
Spring Tool SuiteVisual Studio CodeMCPPrometheusGrafanaAndroid StudioAnacondaJupyter NotebookKaggleKagglehubGoogle ColabTrackerNeovimDockerGitGitHubJiraCloudflare PagesVercelContent Management Systems (CMS)FigmaPowerBIETL/ELT Pipelines
3D Modelling & CAD
BlenderCADAutodesk Fusion 360OnShape3D Printing
handyman Select a skill to see its details and related projects listed above.