Machine Learning

Advancements in data science have made it possible to automate the production of machine learning (ML) models that can analyze large, complex datasets and deliver more accurate results faster. By building precise models, an organization is more likely to identify profitable opportunities – or avoid risks.
Machine Learn

Proven Methods with Expert Engineers

These advancements in data science have led to a wide interest and adoption of machine learning, which can be used in many applications for natural language processing, cybersecurity, infrastructure management, healthcare decision support, training and education, and more. To ensure quicker and more efficient delivery of projects, our expert engineering teams have developed clear methodologies to create precise machine learning models.

Some Of Our Machine Learning Capabilities

  • MXNet, Caffe, TensorFlow, Keras, Torch, Dlib, scikit-learn
  • NLP networks architecture: LSTM/GRU, VAE/GAN, seq2seq
  • Develop scalable algorithms and methods
  • Work with engineering teams to implement new models
  • Leverage a test-and-learn approach to appropriately drive value
  • Rapid development and prototyping in Python
  • Familiar with GPU programming and multi-threading
  • Ability to communicate complex black-box models to cross-functional stakeholders
  • Extensive experience solving challenging real-world problems with machine learning,particularly in deep learning and/or reinforcement learning as a plus.
  • Develop and manage data pipelines at enterprise scale
  • Build data expertise and own data quality for various data flows
  • Leads backend and ETL development effort of Customer facing Business Intelligence Applications.
  • Designs, maintains, and performance-tunes extraction, transformation, and load (ETL) processes using SQL and Hadoop stack
  • Experience with SQL, Python/R, Redshift, Glue and RDS

Insights into Machine Learning

First Line is a great technology partner capable of delivering complex, ‘industrial grade’ projects. They have demonstrated strong technical competence and solid understanding of the media and publishing domain. We have also been very impressed by the management team’s attention to our needs and commitment to our success.
CEO, leading European digital media company