Machine Learning Intern

Cellino

Cellino

Software Engineering
United States
Posted on Jan 18, 2025

The Company

Cellino is building a precision platform that personalizes human cells for all. Stem cell-derived regenerative medicines are poised to cure some of the toughest diseases within this decade, including Parkinson’s, diabetes, and heart disease. Patient-specific cells provide the safest, most effective cures for these indications. Currently, large scale production of stem cell therapies is challenging due to extensive manual handling, high variability, and expensive manufacturing costs. Cellino’s vision is to enable healthier lives worldwide with personalized human cells.

The Role

The Machine Learning (ML) Intern will be part of our R&D team, building new ML capabilities for our cloud-based AI Engine. Reporting to the VP of Data and Machine Learning, you will participate in the work of our ML scientists and other software engineers to design and develop ML capabilities that control our bioprocess instruments and optimize the clone yield of our manufacturing platform. You will observe and be part of a multi-disciplinary product development lifecycle and will interact with the robotic automation, biology, and data operations teams.

Responsibilities

  • Work with ML scientists and engineers to develop and validate various DL models that process microscopic images and other types of instrumental/biological assay data.
  • Work with software and bioprocess teams to curate and balance training and testing datasets as needed for model development
  • Work with ML Engineers to develop any infrastructure software needed for training, testing and validation of our models.

Requirements

  • Excellent software design and Python coding skills
  • Experience developing image-based DL models using Pytorch and/or Tensorflow
  • Familiarity with one of UNET, ViTs or any of RL frameworks
  • Familiarity with cloud-based data storage, retrieval and processing pipelines as well as MLOps tools. GCP experience is a plus.

It is the policy of Cellino Biotech, Inc. to provide equal employment opportunity for all applicants and employees. The Company does not unlawfully discriminate on the basis of race, religion, creed, color, national origin, ancestry, physical and/or mental disability, medical condition, genetic information, marital status, sex, gender, gender identity, gender expression, transgender status, pregnancy, marital status, age, sexual orientation, and military or veteran status, or any other basis protected by law. It also prohibits unlawful discrimination and harassment based on the perception that anyone has any of those characteristics, or is associated with a person who has or is perceived as having any of those characteristics.

Cellino does not accept unsolicited resumes from any source other than directly from potential candidates. Any resumes submitted by a staffing agency in the absence of a current executed contract will automatically become Cellino's property and no recruiting fees or other obligations will be owed in the event of a potential hiring.