Alina Korchan


Alina Korchan

Machine Learning Engineer (Vertex AI) (part-time)

Binariks is looking for a highly motivated Machine Learning Engineer (Vertex AI) for a healthcare project on a part-time basis.

Project Description



Office Location



Our client operates as a primary care provider, specializing in comprehensive healthcare solutions for a specific demographic. In order to enhance their business operations, our client is actively pursuing the development of a high-scaled system. This system aims to comprehensively collect and enrich patient data from various sources, ensuring its accuracy and immediacy with real-time updates.

By implementing this advanced system, our client envisions providing even more effective services to their clients. Notably, doctors can make more accurate treatment choices, making the program increasingly attractive for medical professionals to join. Furthermore, the system enhances overall predictability, particularly in terms of revenue forecasts and other business aspects.

To enhance this initiative, our client is actively searching for a skilled specialist to lead the implementation and advancement of artificial intelligence capabilities within the system.

What We’re Looking For

  • Solid experience and deep understanding of Python programming language
  • Proven experience in designing and implementing machine learning models, specifically using Vertex AI
  • Knowledge of Machine Learning Frameworks such as TensorFlow and/or PyTorch
  • In-depth understanding and practical experience working with HL7 messages, leveraging Vertex AI for improved accuracy and completeness
  • Proficiency in utilizing Vertex AI for processing diverse datasets
  • Experience with BigQuery and Google Cloud Storage
  • Experience in developing algorithms for summarizing and extracting insights from data
  • Analytical and problem-solving abilities to identify patterns, trends, and anomalies in data
  • Proficiency in classical ML methods
  • Strong understanding of text processing pipelines
  • Working experience with language models
  • Understanding of transformer architecture
  • Excellent communication and collaboration skills
  • Problem-solving mindset and ability to troubleshoot issues independently
  • At least Upper-Intermediate English level for daily communication

Your Responsibilities

  • Design and implement machine learning models using Vertex AI
  • Collaborate with the development team to integrate Vertex AI solutions into the healthcare data processing pipeline
  • Utilize Vertex AI capabilities to work with HL7 messages for improved accuracy, completeness of data
  • Develop algorithms for summarizing and extracting insights from diverse patient healthcare data

Will be a plus

  • Experience with healthcare Standards: HL7, FHIR
  • Experience in the healthcare industry, particularly in projects involving medical data analysis