01 · Ideate
Product discovery
Worked with founders to define which cognitive dimensions mattered and how coaches would act on them.
AWS
Cloud platform
Android TV
Coaching surface
End-to-end
Engagement model
Overview
The project
in context.
BodhiSport helps coaches look beyond traditional stats by measuring cognitive dimensions of athletic performance. We partnered from ideation through AWS deployment - building a Django and React platform, Python-driven evaluation pipelines, and Android TV experiences for coaching workflows.
Performance analyticsAWS deploymentCoach-ready reporting
The challenge
What was
blocking progress.
Founders needed a credible platform to capture cognitive test data, evaluate athlete performance, and present actionable insights to coaches at scale.
01
Cognitive testing data needed a trustworthy capture and evaluation pipeline
02
Coaches required insights that went beyond traditional performance stats
03
Infrastructure had to scale with data collection and iterative releases
04
Android TV experiences were needed for coaching-room workflows
Our solution
How we
approached it.
We partnered from ideation through delivery on AWS, building a Django and React platform with Python-driven evaluation pipelines and Android TV experiences for coaching workflows.
01
Ran product discovery to define credible cognitive performance signals
02
Architected AWS infrastructure for collection, evaluation, and reporting
03
Built full-stack Django and React experiences for coaches and operators
04
Delivered Android TV surfaces for in-room coaching use
Delivery process
From discovery
to durable outcomes.
02 · Architect
Cloud and data design
Designed AWS architecture and evaluation pipelines for scalable performance analytics.
03 · Build
Platform and TV delivery
Shipped Django/React web experiences and Android TV coaching workflows.
04 · Iterate
Long-term collaboration
Continued iterating on reporting, data capture, and coach-facing product quality.
Product gallery
Screens and surfaces
from the build.
Selected visuals from BodhiSport - product UI, mobile flows, and delivery artifacts from the engagement.
Scope of work
What we owned.
Product discovery
Cloud architecture
Full-stack engineering
Android TV delivery
Key deliverables
Cognitive performance analytics platform
AWS deployment and evaluation pipelines
Coach-facing web experiences
Android TV coaching workflows
Capabilities & stack
DjangoReactAWSPythonAndroid TV
Impact
What changed
after launch.
Outcomes from the BodhiSport engagement - measured in how teams operated, how the product matured, and what became possible next.
01
Coaches received structured performance signals beyond traditional stats
02
Infrastructure scaled for data collection and iterative product releases
03
End-to-end delivery from discovery through long-term collaboration
04
Android TV made insights usable in coaching environments
Want a similar outcome for your product?
Tell us about the problem - we'll come back with a scoped approach and delivery shape.
