Machine Learning Internship
18 hours ago
About Autonomize AI
Autonomize AI is on a mission to help organizations make sense of the world's data. We help organizations harness the full potential of data to unlock business outcomes. Unstructured dark data contains nuggets of information that when paired with human context will unlock some of the most impactful insights for most organizations, and it's our goal to make that process effortless and accessible.
We are an ambitious team committed to human-machine collaboration. Our founders are serial entrepreneurs passionate about data and AI and have started and scaled several companies to successful exits. We are a global, remote company with expertise in building amazing data products, captivating human experiences, disrupting industries, being ridiculously funny, and of course scaling AI.
The Opportunity
As a Machine Learning Engineering Intern, you will contribute to the development and improvement of document understanding solutions for healthcare, using cutting-edge techniques such as OCR, vision-to-text multimodal models, and LLMs. You will work alongside experienced engineers, gaining practical experience in solving real-world problems related to document processing.
What You'll Do
- Develop and refine your Python and shell scripting skills.
- Learn about and experiment with transformer-based vision and multimodal models like LayoutLM.
- Become familiar with PDF processing tools such as PyPDF2 and pdfplumber.
- Explore text extraction and structuring tools like Tabula or similar.
- Gain practical experience using deep learning frameworks like TensorFlow or PyTorch.
- Work in a collaborative team environment and contribute to real-world projects.
You're a Fit If You Have
- Solid understanding of programming concepts and a willingness to learn.
- Basic to intermediate Python skills.
- A strong interest in machine learning, computer vision, and NLP.
- A proactive attitude and a desire to learn new technologies and techniques.
- Ability to work effectively in a team environment.
- Good communication skills in English (written and verbal).
Bonus Points:
- Familiarity with basic image processing concepts.
- Exposure to any machine learning concepts or libraries.
- Experience with version control systems like Git.
What we offer:
- Practical experience in developing real-world machine learning solutions.
- Mentorship from experienced machine learning engineers.
- Exposure to cutting-edge technologies in document understanding.
- Valuable experience working in a collaborative team environment.
This internship is a great opportunity for students or recent graduates looking to gain hands-on experience in machine learning and contribute to impactful projects in the healthcare domain.
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