Data Science Project

Open
Magnify Access
Toronto, Ontario, Canada
Magnify Access
Co-Founder
(43)
4
Project
Academic experience or paid work
200 hours per learner
Learner
Canada
Advanced level

Project scope

Categories
Data visualization Data analysis Data modelling Information technology Data science
Skills
natural language processing (nlp) data science restful api communication machine learning algorithms data cleansing predictive modeling mlops (machine learning operations) data analysis amazon web services
Details

As a Data Scientist with proven AI/ML experience, you will play a pivotal role in integrating ML solutions into our platform to create a more accessible and inclusive workplace for employees with disabilities. You will suggest new and novel approaches to develop solutions. You thrive on building and fine-tuning Natural Language Processing (NLP) models delving deep into data analysis, visualizing findings, and effectively communicating insights to the cross-functional team.

Deliverables

• Utilize advanced statistical techniques and machine learning algorithms to analyze large datasets from electronic health reports.

• Develop predictive models to extract recommendations from medical documents.

• Continuously assess and validate the performance of predictive models.

• Demonstrated expertise in data cleansing and preprocessing to ensure quality and consistency for analysis.

• Collaborate with the development team to deploy production models, for example, through REST API and MLOps tools.

• Experience working with cloud-based data platforms, such as AWS

• Strong communication (verbal and written) and collaboration skills.


Project deliverable is to improve on the dataset and LM related to our AI solution/system.

Mentorship

Access to all available data and systems, mentorship time with our engineering team, support with key metrics and performance indicators, and overall supervision



Supported causes
Reduced inequalities

About the company

Company
Toronto, Ontario, Canada
11 - 50 employees
It & computing, Human resources & recruitment, Technology

Magnify Access develops solutions to increase accessibility for people with disabilities and has worked with multiple public and private organizations to address their accessibility needs.