endorsedCompleted

AI-powered Fitness Assessment Model Development

Services Covered:

AI and Machine Learning • Custom Software Development

Industry

Wellness and Fitness

Duration

3 months

Budget

50K - 199K

Start Date

1 December 2021

Team Size

6-10 Employees

Engagement Model

Offshore

Project Capability Score (PCS)

72/100

Good

Project Capability Score (PCS) estimates how capable Neoteric is of successfully delivering a project like this, based on its past experience, track record, and ability to handle similar work. Learn more about PCS

Client

Confidential

London, United Kingdom

Project Summary

Neoteric helped a fitness-technology startup improve an AI-powered product that assesses human fitness performance from video. They delivered a functioning, production-ready deterministic model in roughly 2.5 months. The vendor met deadlines, communicated frequently, and adapted to pivots, though the client would have liked more product-oriented thinking in addition to the data-science approach.

Key Challenges

Improve video-based human fitness performance assessment product
Assess data availability for modeling
Develop accurate deterministic models addressing edge cases

Project Deliverables

Initial assessment of the problem
Data availability assessment
Proposed approaches
Phase 1: simple deterministic model
Phase 2: complex deterministic model

Project Solution

Neoteric performed an initial assessment and evaluated data availability, proposed several modeling approaches, and implemented two development phases: a simple deterministic model followed by a more complex deterministic model with multi-level parameters and conditions. The engagement was staffed by seven people, including data scientists, data engineers, React Native and JavaScript developers, and analysts.

Project Outcome

Functioning production-ready model delivered in 2.5 months
Model accounts for edge cases and fits front-end requirements
Vendor maintained frequent communication and met deadlines

Platforms

AI/ML Platform
Mobile

Tech Stack

React Native
JavaScript

Client Endorsement

Overall Review Rating

Timeliness

Cost Rating

Willing to Refer

Quality of Deliverables

“Thanks to Neoteric's support, the client received a functioning model of their product in less than three months — more importantly, it met all of their requirements. The team ensured a seamless experience by meeting all deadlines, communicating updates frequently, and adjusting when needed.”
Anonymous
CEO
Date: 03/10/2022