Mengshu Wang

Manage end-to-end NLP pipeline milestones from phases A to D daily.

• Coordinate cross-functional interfaces to align data formats across every pipeline stage.
• Build web scrapers and APIs to convert unstructured data into JSON.

Designed and built a WeChat mini-program for thesis delivery independently end-to-end.

• Built front-end screens and linked scalable databases for efficient real-time retrieval.
• Translated academic requirements into a user-centred application to demonstrate problem-solving capability.

Designed and trained an artificial neural network for pet image category recognition.

• Preprocessed image datasets and tuned model hyperparameters for stronger feature extraction.
• Optimised model hyperparameters to improve overall classification accuracy on pet images.