Projects

Speech AI · In progress

Khmer TTS

Adapting an English text-to-speech model to Khmer on a small budget: new tokenizer, number reading, and evaluation with a native listener in the loop.

Open project

Workflow Evaluation · September 2026

DecisionOps

Offline evaluation of learned and fixed policies in a bounded diagnostic workflow, with replayable traces and a standalone report viewer.

Open project

LLM Inference · September 2026

Inference Engineering

Public field guide to LLM inference: ten question-led chapters and 16 interactive figures computed from tested functions over pinned sources.

Open project

Self-Supervised Learning · August 2026

Embedding Diagnostics

Controlled study of which label-free diagnostics detect a degenerated self-supervised embedding, on CIFAR-10 and BDD100K driving scenarios.

Open project

Interactive Systems · April 2026

Enigmatica

Chapter-based cipher puzzle game that turns manga decoding mechanics into reusable Python systems and a public playable web experience.

Open project

Computer Vision · April 2026

XAI Vision Transfer

Explainable architecture study comparing CNN, ViT, and DHVT across CIFAR-10, EuroSAT, and Brain Tumor MRI under scratch, linear-probe, and full-fine-tune settings.

Open project

NLP · April 2026

Customer Feedback Intelligence

IMDb benchmark rebuilt into a public customer-feedback intelligence workflow with transfer evaluation, dashboard triage, metadata-aware batch analysis, and export.

Open project

Computer Vision · December 2024

SSL and Semi-supervised Learning on MNIST

Low-label classification strategy combining pseudo-labeling and SimCLR representations under strict supervision limits.

Open project