AI / Machine Learning Engineer

Richard Cheam

Currently at Renault. Engineer's and Master's degree in Data Science & AI.

Featured Projects

Selected Projects

AI systems, research prototypes, and product-minded builds.

Interactive Systems · April 2026

Enigmatica

Chapter-based cipher puzzle game inspired by manga decoding challenges, built with reusable Python mechanics and a public GitHub Pages interface.

Python Puzzle Design GitHub Pages

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Computer Vision · April 2026

XAI Vision Transfer

Checkpoint-first computer-vision study on explainability, transfer learning, and architecture comparison across CNN, ViT, and DHVT.

PyTorch XAI CV

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NLP · April 2026

Customer Feedback Intelligence

Rebuilt an IMDb sentiment project into a public customer-feedback dashboard with benchmarked inference, transfer checks, triage, and exportable batch analysis.

NLP scikit-learn Hugging Face Spaces

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Computer Vision · December 2024

SSL and Semi-supervised Learning on MNIST

Reached strong accuracy under extreme label scarcity with pseudo-labeling and SimCLR representation learning.

PyTorch CNN SimCLR

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Blog

Technical blog posts and explainers

Short posts I use to revisit concepts, architectures, and practical implementation ideas.

World Models · 01 Mar 2026

World Model

A concise post on latent dynamics, planning, and model-based control.

World Models AI

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Speech · 20 Feb 2026

Speech AI

Streaming speech architectures, latency tradeoffs, and deployment patterns.

Speech AI

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Paper Reviews

Research takeaways worth revisiting

A dedicated place for article summaries, kept separate from technical blog posts.

Paper Review · 30 Nov 2025

Paper Review

A compact article summary template for extracting reusable ideas from papers.

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Contact

Open to Data Scientist and ML/AI Engineer opportunities

Feel free to contact me for collaborations, technical discussions, and more.