KardioRAG
A Laravel cardiology assistant answering clinical questions with RAG grounded in public openFDA data. A locally hosted model is the first choice — keeping queries on-premise for the medical domain's privacy and security — with a pluggable provider so a hosted LLM can step in when needed.
Grounded fix explainer
An agent that explains why a software fix works, with every factual claim tied to a file:line that is independently re-read and verified. Built on the Claude Agent SDK over SWE-bench Lite.
Observable support agent
A LangGraph customer-support triage agent with out-of-scope detection, instrumented for reliable metrics via Langfuse and model-agnostic across Claude, OpenAI and Gemini.
Fine-tuning Electra & Captum IG
Token-level attribution for sentiment classification on GLUE SST-2, with Integrated Gradients.
Captum IG & SHAP across baselines
Comparing Integrated Gradients and a toy SHAP implementation on an MPG regression model.
Adversarial autoencoder (TF2)
A TensorFlow 2 implementation of the ICLR 2016 adversarial autoencoder, regularised against a Gaussian-mixture prior. Includes a PCA-based outlier walk-through in the latent space.