Machine Learning/Computer Vision Internship

Who We Are

identifeye HEALTH's mission is to democratize healthcare delivery to everyone on a global scale. We are reinventing medical devices to leverage the health information in the human eye and championing a new era of healthcare by creating portable, affordable, easy to use, connected devices for early disease detection and monitoring. identifeye HEALTH is well-funded and recently raised a series B round of $80M.

We are part of 4Catalyzer - a rapidly growing health-tech incubator founded by Dr. Jonathan Rothberg, an award-winning scientist and highly successful serial entrepreneur. Our 4Catalyzer sister companies include Butterfly Network, the first whole-body Ultrasound-on-ChipTM, and Hyperfine, the first FDA-cleared portable MRI. We are fostering a culture of technical excellence and positive teamwork to solve real-world problems that help improve healthcare for billions of people around the world.

Joining identifeye HEALTH is the opportunity to redesign the future of healthcare through the power of technology. Join us on this journey to maximize global impact, motivated by the idea that our products will change lives, including the ones of people you love.

What We Live By

• Prioritize the Patient - We make products that remove barriers between quality care and the people who need it 
• Data-Driven Decisions - We search for the best solutions; objective, backed by data, and optimized for speed, simplicity and scale
• Support Each Other - We celebrate the ideas and contributions of our teammates and recognize that we can only succeed as a team, and when each person feels heard and valued
• Simplify - We build intuitive solutions to simplify patient care

What You Will Be Doing

The identifeye HEALTH Internship Program provides an opportunity for students and early career professionals to gain valuable industry experience, allowing them to develop technical skills, hone professional etiquette, learn from industry leaders, identify potential career paths and apply their academic knowledge.

Interns will have the opportunity to contribute to the exciting work happening within identifeye, build long lasting professional relationships with our team and most importantly - have fun!

As the Machine Learning / Computer Vision Intern, you will play a large role in the success and accuracy of our automated disease prediction models, to bring identifeye HEALTH’s product at scale and impact millions of patients. You will be developing novel machine learning and associated methods for achieving these goals.

As part of our team, your core responsibilities will be: 

• Develop and optimize state-of-the-art algorithms within one or all of the following areas: deep learning (convolutional neural networks), segmentation, and generative adversarial networks
• Design, code and evaluate solutions for image quality assessment/enhancement on retinal scan datasets
• Follow cutting-edge research in the fields of machine learning, computer vision, clinical AI, multimodal deep learning across various labs and conferences in particular as it applies to the field of ophthalmology, and identify opportunities for identifeye to innovate
• Work alongside other research scientists, software engineers, and a clinical team to help develop a new suite of intelligent medical products
• Develop novel methods and contribute to the existing knowledge pool through conference presentations and publications

The Internship Program will begin on Monday, June 5th, 2023 and will run for approximately 12 weeks. This role is based around a full-time schedule of 40 hours/week.

What We Are Looking For

Baseline skills/experiences/attributes:

• Currently pursuing MS or preferably PhD in Machine Learning, Computer Vision, Computer Science, Artificial Intelligence or a related field
• Experience in medical imaging, with a preference for ophthalmic imaging such as fundus images
• Experience in using well-known CNN architectures like U-Net, ResNet, VGG16
• Expertise in designing, building and optimizing machine learning solutions for classification and quality enhancement
• Ability to quickly iterate on hypotheses and innovate / adapt and tune state of the art models to achieve set target requirements  
• Deep theoretical understanding of state of the art machine learning literature and training processes
• Involved with research communities, attending conferences / publishing results
• Strong software development experience in Python, and comfortable with CS fundamentals such as OO design, data structures, algorithm design etc.
• Proficiency with popular libraries and frameworks such as Scikit-learn, Pandas, Keras and TensorFlow 
• Team and goal oriented while embracing shared values and being excited about our team’s mission to democratize healthcare

Preferred Qualifications:

• Experience with cloud computing infrastructure and software (AWS, Kubernetes, Docker, etc.) for ML applications
• Relevant experience as a researcher, including internships, full-time, or at a lab
• Active engagement with the research community with a track record for publications in top tier journals innovating and applying ML to large scale problems

identifeye HEALTH Inc. does not accept agency resumes.

identifeye HEALTH Inc. is an E-Verify and equal opportunity employer regardless of race, color, ancestry, religion, gender, national origin, sexual orientation, age, citizenship, marital status, disability or Veteran status. All your information will be kept confidential according to EEO guidelines.