Joyce

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Projects

Things I've built, shipped, and learned from. Hover to open.

AI & Machine Learning

2 projects

End-to-end ML systems — trained, versioned, tested, and deployed.

Live

FinSentiment MLOps Pipeline

2026

About

End-to-end MLOps pipeline for financial news sentiment classification — trained, versioned, tested, containerised, and deployed to Azure with a full CI/CD pipeline.

Pythonscikit-learnMLflowFastAPIpytestDockerGitHub ActionsAzure Container RegistryAzure Container AppsStreamlit
CodeLive Demo
Live

Mi Armoire

2026

About

AI styling agent that builds complete outfits with FLUX-generated visuals. Pick your occasion, choose how many looks — done.

LangGraphGroqFLUX.1-schnellHuggingFaceStreamlitPython
CodeLive Demo

Data Analytics

2 projects

Pipelines, dashboards, and statistical analysis on real datasets.

Live

TikTok Retention Dashboard

2026

About

End-to-end analytics project analysing user retention, churn behaviour, and feature impact across a synthetic TikTok EMEA user base of 50,000 users spanning January to December 2024.

PythonStreamlitPlotlyMatplotlibSeabornscikit-learnPandasNumPy
CodeLive Demo
Live

TikTok A/B Testing Suite

2026

About

Simulates a real-world A/B experimentation suite across 4 concurrent TikTok product tests — with rigorous statistical analysis and an executive-grade Streamlit dashboard.

PythonStreamlitSciPyPandasNumPyPlotly
CodeLive Demo

AI Agents & Automation

3 projects

Multi-agent workflows, edge AI, and automation systems.

Live

Agent Governance Layer

2026

About

A multi-agent governance system that enforces EU AI Act compliance on autonomous agent outputs — policy checks, risk classification, and full audit logging, deployed live on Azure.

FastAPIMulti-AgentQdrantHybrid RAGBM25PostgreSQLGroqDockerAzure Container Appsn8n
CodeLive Demo
Live

ScamCheck Agent

2025

About

Edge-hosted scam detection agent. Paste a URL — it runs page analysis, Reddit scanning, and AI verdict in parallel with live updates.

Cloudflare WorkersDurable ObjectsLlama 3.1Workers AITypeScriptWebSocketsReddit API
CodeLive Demo
Completed

NexusEdu

2026

About

Hackathon-built AI tutoring system with multi-agent workflows that adapt learning paths by grade level and style.

n8nOpenRouterLlamaSupabase