We provide services to AI & ML-based product companies as well as build intelligent applications using machine learning solutions.
Every successful new application built today will be an intelligent application. Chat bots, Virtual assistants, e-commerce sites, dating apps are all continuously improving experiences for users. In addition, legacy applications are becoming intelligent to compete and keep pace with the new wave of applications.
Velotio provides services to AI/ML product companies as well as companies building intelligent applications using AI/ML services and solutions. Some of these services include:
Before data is ready to be fed into a machine intelligence workflow or model, it needs to be collected, aggregated, cleaned and prepped. Sources of data for consumer and enterprise apps include photos and video, websites and text, customer behavior data, IT operations data, IoT sensor data and data from the web.
Velotio provides services to collect such structured & un-structured data and ensure its in machine-ready format using manual & semi-manual methods as well as using self-service tools mentioned below.
DEVOPS FOR ANALYTICS (ANALYTICS OPS)
In Analytics, the role of DevOps (or AnalyticsOps) is to provide an environment where building, validating, deploying and running Analytics Models on live business data happen rapidly, frequently and reliably.
Velotio provides AnalyticOps services which include:
- Model deployment in production using real business data
- Analytics models' resource usage optimisation
- Operational safety of deployed analytics.
- Managing the lifecycle of analytic assets - including their creation, updates, and cost histories
Velotio help with testing the Analytics models' for efficiency, performance and cost. We also provide automated and manual software testing with dedicated testing teams.
OFFSHORE PRODUCT DEVELOPMENT
Velotio's team of data scientists and engineers can assist with developing & training analytics models, integrate models into products, convert models from R to Python and utilize third-party ML libraries & cloud services
Slack-based NLP bot using Google Natural Language(NL) API
Velotio has built Slack-based bot using Google's NL API for support teams. Customers can access the bot on a website which routes the conversation to Slack. The bot answers simple questions while complex queries are routed to human support personnel.
CONVERSATIOn ANALYSIS FOR TRAINING USING IBM WATSON SPEECH TO TEXT API
Velotio has a built training solution which captures the conversation of sales rep talking to a potential customer, using IBM Watson's speech to text APIs . The solution identifies key improvement areas in the call.
- Amazon Alexa
- Google Home
- Microsoft Cortana
- Facebook Messenger
- Python Scikit
- IBM Watson
- AWS Machine Learning
- Microsoft Azure Machine Learning
- Google Cloud Machine Learning
- Domino Data Labs
Models as a service
DATA PREPARATION AND ENRICHMENT
- Datadog, AppDynamics & New Relic
- Segment, Mixpanel & Kissmetrics
- Amazon Mechanical Turk
- Apache Hadoop
- Apache HBase, Pig and Hive
- Apache Spark
- Apache Storm
INFRASTRUCTURE AS A SERVICE
- Amazon Web Services
- Google Cloud Platform
- Microsoft Azure