Technology / implementation context
Tools matter when their role is clear. This inventory separates implemented products, private client applications and focused experiments—and links each choice to the work behind it.
Engineering by Nitin Rai at AlgoFly. Follow each design through its product page and implementation article.
Technologies connected to software that AlgoFly has implemented. Public source availability and deployment access are separate questions.
Private application
Annotation geometry, materialized dataset exports, worker-backed training and explicit model evaluation contracts.
Read the implementationPublic source · private instances
Private connectivity and deliberate public exposure share a control plane while retaining different data paths.
Read the implementationPublic source · self-hosted application
Audio transport, utterance recognition and selected-device input, with keyboard and touchpad controls beside dictation.
Read the implementationPrivate application
An edge-to-application system that keeps physical observations, occupancy decisions and device health distinct.
Read the implementationPublic source · private instances
A visual media and download workspace, with progressive search results and format-dependent playback.
Read the implementationPrivate application work, presented as implementation capabilities. These are not public services visitors can launch.
Private client application
Connect regional navigation, field observations and seasonal comparisons without dropping source or coverage context.
Read the implementationPrivate client application
Join detections to inspectable product records and price observations rather than treating a bounding box as the final result.
Read the implementationPrivate client application
Carry timestamp, frame, identity and region context into reviewable event evidence.
Read the implementationThese articles investigate a technique or integration. They are not claims that every example is a supported production product.
Technical guide
A focused walkthrough of a model-training approach and its dataset workflow.
Read the technical guideTechnical guide
An exploration of a specific OCR training workflow, separate from a general accuracy claim.
Read the technical guideExperiment and companion code
Learned visual representations and retrieval examples, with the dataset and evaluation context kept explicit.
Read the technical guideTechnical demonstration
A related field-delineation technique demonstration; it is not footage of the private geospatial application.
Read the technical guideStart with your data, existing infrastructure and the decisions your users need to make. We can discuss what belongs at the edge, on your machines and in the application.