Jiratech

KnosisAI

Machine learning datasets. Curated by humans.

We envisage Knosis as a marketplace for curated human input given on relevant machine learning data sets and data streams.

Available on:

Industry:

Software & Services

Services:

Web Development

Project Management

Product Ownership

UX/UI Design

DevOps

Machine Learning

Automated testing

Technical Consulting

The Problem

The need for a marketplace responsible for labeling large volumes of raw data ( images, text etc.) in order to use them as ground truth for training machine learning algorithms.

The Solution

Create a new and disruptive marketplace for ground truth data and datastreams in order to train machine learning algorithms.

The Result

A multi-tenant web platform integrated with Stripe, Amazon Mechanical Turk and headless VR environments. Main features includes mechanisms to verifiy the confidence of the tagged data, to randomize task assignation and to estimate budgets and revenue per hours for the customers.

Technologies we used:

ReactJs

ReactJs is in top 3 client-side frameworks, its main competitive advantages are the versatility and the extensibility of the framework.

Java Spring

Spring is THE server-side framework for Java and the best choice for a scalable, modular and blazing-fast application.

Gitlab CI/CD Pipelines

GitLab CI/CD Pipelines is a tool that automates steps in the SDLC like builds, tests, and deployments.

Docker

Docker is one of the pillars for a scalable and HA startup.
Using Docker is a standard for delivering quality services every time.

Solr

Solr is an open-source enterprise-search platform, written in Java, from the Apache Lucene project. Its major features include full-text search, hit highlighting, faceted search, real-time indexing, dynamic clustering, database integration, NoSQL features and rich document handling.

Minio

MinIO is a cloud storage server compatible with Amazon S3, released under Apache License v2. As an object store, MinIO can store unstructured data such as photos, videos, log files, backups and container images.

SocketIO

Socket.IO is a JavaScript library for realtime web applications. It enables realtime, bi-directional communication between web clients and servers.

Google Vision

Cloud AutoML is a suite of machine learning products that enables developers with limited machine learning expertise to train high-quality models specific to their business needs. It relies on Google’s state-of-the-art transfer learning and neural architecture search technology.

Jenkins

Jenkins offers a simple way to set up a continuous integration and continuous delivery environment for almost any combination of languages and source code repositories

Redux

Redux is an open-source JavaScript library for managing application state. It is most commonly used with libraries such as React or Angular for building user interfaces.

Tensorflow

TensorFlow is a free and open-source software library for dataflow and differentiable programming across a range of tasks. It is a symbolic math library, and is also used for machine learning applications such as neural networks.

Typescript

TypeScript is an open-source programming language developed and maintained by Microsoft. It is a strict syntactical superset of JavaScript, and adds optional static typing to the language. TypeScript is designed for development of large applications and transcompiles to JavaScript.