Machine Learning

We develop advanced Machine Learning solutions, specializing in Computer Vision, Natural Language Processing, and other key areas to transform ideas into powerful products.

Internet Archive
Tempest
Xperi
Foba
DTS
Stevens

Stages of development

From an idea to instructions after delivery on how to use it more effectively

Discovery Phase

A Machine Learning Team Lead and Business Analyst guide this phase, collaborating with the client to gain a deep understanding of the business. The key deliverables include:

  • Researching existing ML models, datasets, and articles addressing similar problems
  • Selecting the appropriate ML model
  • Defining the SRS (requirements)
  • Providing a budget estimate for the PoC

The output is a clear roadmap that aligns both technical and business goals.

Team Assembly & Project Initialization

A Machine Learning Team Lead, with support from COXIT’s HR and recruiting team, leads this phase. Key steps include:

  • Building a specialized team of 2-3 members with expertise tailored to the project’s needs
  • Developing a detailed data annotation and collection plan, including an annotation guide
  • Implementing GitOps best practices and establishing a robust SDLC to ensure high-quality, scalable code delivery

Development, Testing & Validation (PoC)

A Machine Learning Team Lead guides this phase to ensure alignment with client goals. The main activities include:

  • Data collection and automation of a data set formation 
  • Training the model on a minimal dataset to validate the approach and prove business value
  • Automating model training and validation processes for continuous improvement
  • Maintaining clear communication through daily Slack updates, ZenHub boards, and weekly meetings to ensure transparency and progress tracking

MVP Development

A Machine Learning Team Lead directs this phase, focusing on:

  • Automating data collection, model training, and performance validation processes
  • Setting up the user interface, along with testing and production environments
  • Implementing feedback loops and monitoring systems to ensure continuous improvement and scalability

We specialize in Team Extension and ML/AI Development

  • Machine Learning

  • JavaScript

  • DevOps

  • Node.js

  • Computer Vision

  • C++

  • GCP

  • Python

  • GenAI

  • AWS

  • TypeScript

  • Machine Learning

  • JavaScript

  • DevOps

  • Node.js

  • Computer Vision

  • C++

  • GCP

  • Python

  • GenAI

  • AWS

  • TypeScript

  • Machine Learning

  • JavaScript

  • DevOps

  • Node.js

  • Computer Vision

  • C++

  • GCP

  • Python

  • GenAI

  • AWS

  • TypeScript

Team founded by Engineers, for Engineers

Don’t just take our word for it