Skills

Backend services, AI/ML pipelines and tooling.

Taught programming fundamentals, data structures and debugging.

Full-stack features on ASP.NET Core.

Backend services alongside Python.

End-to-end test framework; this website.

Node.js services and tooling; web applications.

Coursework and general programming.

Schemas, migrations and queries on PostgreSQL and MySQL.

Strict-typed Roblox game systems.

LLM-driven developer workflows.

Retrieval-augmented generation chatbot over engineering knowledge.

Connected LLM workflows to engineering tools via the Model Context Protocol.

Embedding retrieval with ChromaDB.

Combined vector and keyword search for better relevance.

Reranked retrieved results to improve relevance.

Zero-shot image classification across 50,000+ images.

Real-time object detection and tracking.

CNN image classification pipeline.

Image processing for detection and classification.

Python API services, including a RAG chatbot.

Durable local service, job scheduler and process management.

Full-stack features and REST APIs.

React and React Native user interfaces.

Cross-platform mobile app with Expo: gesture-driven feed, UI-thread animation.

React applications with server rendering.

Designed and implemented REST endpoints with role-based access control.

Data access, schemas and migrations.

Data layer with row-level security for user-owned data.

Application persistence and migrations.

Transactional job and event state with migrations.

Caching that cut image-retrieval latency.

Vector store for retrieval-augmented generation.

Vector database.

Search and indexing.

Search and indexing.

Model development and training workflows on SageMaker.

Cloud Run services and Firebase (Firestore, Storage, Cloud Functions).

Firestore, Storage, Cloud Functions, security rules and the emulator suite.

Containerised model services on Cloud Run.

Container orchestration.

Infrastructure as code.

Automated regression testing in the delivery pipeline.

Ran the automated end-to-end test suite.

End-to-end test framework for web workflows.

Regression automation that improved testing efficiency by about 45%.

Version control.

Development and systems work.

Coursework and teaching.