IntentCart
Plan a setup. Check the evidence. Keep approval yours.
THE PROJECT ARCHIVE
Good questions.
Real projects.
Applications, research, and experiments. Each story explains the implementation, my contribution, and what the evidence supports.
18 projects
OwnStack
Adapt software without handing over authority.
Relief Atlas
Everyday help, with clear responsibility.
Retrieval & agentsMultiplexRAG
MultiplexRAG
Choose retrieval for the question.
Retrieval & agentsPRAXIS
PRAXIS
Turn agent experience into useful guidance.
Model trainingTabRL
TabRL
From unstructured text to typed tables.
Vision & hardwareAutoFrame
AutoFrame
A camera that can reconsider its next shot.
Decision systemsDemandWeave
DemandWeave
Match small markets under real constraints.
Evaluation & systemsAutoSeal
AutoSeal
Inspect the evaluator behind the reward.
Evaluation & systemsSentinel Replay
Sentinel Replay
Keep the evidence. Expose the coverage gaps.
Evaluation & systemsFORGE
FORGE
Make experiment evidence inspectable.
AI productsContextCoach
ContextCoach
Practice a conversation, then inspect the feedback.
MobileLetsChat
LetsChat
A native Android messaging application.
Learning archiveFace Recognition
Face Recognition
Alignment, embeddings and a classifier.
Learning archiveHandwritten Digit Recognition
Handwritten Digit Recognition
A small CNN, from training to inference.
Learning archiveDiabetes Classification Study
Diabetes Classification Study
An exercise in tabular classification.
Learning archiveComputer Performance Prediction
Computer Performance Prediction
A regression notebook with an explicit holdout.
Learning archiveMushroom Classification
Mushroom Classification
Decision trees on a structured dataset.