Machine learning and computer vision consulting for teams building systems that see, measure and run on real hardware.

What I work on

Computer vision
Detection, tracking and pose pipelines, multi-camera and stereo calibration, and 3D measurement from video.
Model training
Dataset design, training and evaluation for vision models, with metrics that reflect how the model is actually used.
Edge deployment
Converting, quantizing and profiling models so they run fast on phones, embedded boards and GPUs.
XR and 3D
Spatial and 3D applications that combine vision, tracking and real-time rendering.

About

Vikraman XR Technologies is the independent practice of Vikas Raju Mangam, an engineering physics graduate of IIT Madras who has spent his career building computer vision systems for industry.

Engagements are remote and scoped around clear deliverables, from a single model to an end-to-end pipeline.

Start a conversation

Tell me what you're building and where it's stuck. I'll reply within two working days.

hello@vikramanxr.com