ReMl

Experienced
Team

6+ year experience of Machine Learning implementation and Data Science consulting

Cases

200+ cases among 5 areas (industry, retail, finance, agriculture and HR)

Areas

cover computer vision, predictive analytics and natural language processing

Experienced
Team

6+ year experience of Machine Learning implementation and Data Science consulting

Cases

200+ cases among 5 areas (industry, retail, finance, agriculture and HR)

Areas

cover computer vision, predictive analytics and natural language processing

About us

Revalute Machine Learning based systems from a buzz word to a key business feature

Our Features

solves business problems
hardware as a key to success
result-oriented proven methodology
clear and transparent communication
with stakeholders

Others

build ML-models apart
miss hardware part
process-oriented methodology
black-box development process

Our Services

Digital Transformation Support

● build digital transformation plan
● validate & improve existing strategy
● conduct Design Thinking sessions to mine innovative ideas

AI / ML Consulting

● focus on potential business effect
● score & range ML initiatives
● estimate their feasibility
● help develop solution plan

ML Team
Management

● support on hiring and retention processes
● optimize operations for existing teams
● build efficient DS workflow

Methodology

Investigation

$3000

2 weeks

Start with several meetings with all stakeholders, primary problem analysis

● Artifact with primary requirements and their feasibility estimation

● Primary project plan & budget

Proof-of-Concept

$30000

2-3 months

Test main hypothesis and estimate business effect with minimal cost and duration

● Data preparation & Data Quality Estimation

● Baseline models & performance report

● Artifact with prototype requirements, refined plan & budget

Prototype (MVP)

$50000

3-6 months

Focus on end-2-end solution with limited functionality

● Solution prototype

● Artifact with technical and business limitations

● Artifact with full-width solution architecture, requirements (including non-functional)

Full-width Solution

$100000

6+ months

Develop complete solution. Implement all requirements (UX, design, second priority features, etc.)

● Target solution with code

● User training

● Closing documents

● Support

Our Cases

ALLOY COST OPTIMIZATION

Goals
● decrease product cost without quality loss
● monitor staff performance
Solution
● software: predictive analytics for melting process, optimization engine for accurate alloy amount calculation; web application with dashboards and analytics
Results
● system reduces alloy consumption by 2-5 % depending on technical process
● allows management to control and stimulate technologists

PARKING NAVIGATION SYSTEM

Goals
● develop visual navigation system for parkings
● detect rule violations
Solution
● hardware: LEDs for navigation, custom device with 4 cameras, US sensor, embedded computer
● software: computer vision algorithms for vehicle
detection, classification & parking correctness, plate number recognition, visual navigation system
Results
● system is able to track & navigate multiple vehicles
● accurately detects improper parking, overspeed
● integrated with parking management system

AUTOMATED TRASH SORTING

Goals
● build accurate garbage recognition system and implement it to three sorting devices of different scales
● improve recycling process & allow users to make money
Solution
● hardware: 3 high-resolution cameras + lightning, sorting machines
● software: deep neural network and proprietary algorithms for image processing
Results
● precision varies from 94 to 97 % depending on the trash category
● inference time around 100 ms with several cameras

Get more information about our experience or Send us your case

info@re-ml.com