AI / ML solutions

Edge intelligence and machine learning for constrained, mission-critical environments.

What we build

Vishwatronix designs AI systems that still perform when compute, power, and latency are limited — typical of defence, industrial, and fielded electronics. Work spans dataset creation through on-device firmware integration.

  • Dataset creation and curation for domain-specific models
  • Keyword spotting and language translation pipelines
  • LLM fine-tuning for specialised workflows
  • TinyML and on-device inference
  • Computer vision, model optimisation, and edge deployment

Computer vision

Vision work includes object detection, quality inspection, video analytics, tracking, optical flow, and low-light detection — often paired with robotics or aerial platforms.

Who this is for

Teams that need models on embedded hardware, not only in the cloud: operators, industrial inspection, and defence programmes that require deterministic, edge-resident intelligence.

Request a consultation

Talk with the Vishwatronix engineering team about your next system.

Contact the engineering team