AI/MACHINE LEARNING – COMPUTER VISION

Closed
Main contact
Mayk Ideas
St. Jacobs, Ontario, Canada
Mayk Talent
Talent Associate
(11)
3
Project
Academic experience
200 hours of work total
Learner
Canada
Advanced level

Project scope

Categories
Information technology
Skills
programming languages ai/ml inference machine learning model training client services project planning business analysis technical management algorithms python (programming language) apache spark
Details

You are:

A learner or learners focused on AI/Machine Learning and Computer Vision. Reporting to technology management and working with others in technology you will dive into data, to develop a contextual intelligence platform that scans images and text for evaluating content.

What you’ll do

· Analyze: Gather business requirements and access data to understand needs which may include development of business process maps, user stories/cases or scope/statement work documents to develop and refine solution definition for description, prediction, prescription, manipulation of data both structured and unstructured.

· Architect and develop: Assist in constructing, employing, testing, and maintaining architectures that support the requirements of the business and develop the processes for data modelling, mining, and production.

· Access and prepare: Translate the business analysis/data to formulate and define the system scope and objectives (solution definition), project plan, team and product solution (architecture and design) for defined projects and delivery of progress reports.

· Develop and leverage: Write programs and develop algorithms to extract meaningful information from large data - images, client services stored in current systems /various data stores. Test and demonstrate data, design and solution including gaps analysis, documentation of test cases and feedback to appropriate team members relating to QA.

· Communicate and collaborate: Operate as a liaison between technical personnel and the business-users, conducting research and sophisticated analytics programs, ML and statistical methods to answer business questions and tell stories to key stakeholders based on analytics.

· Documentation. Create user and developer supporting documentation and knowledge transfer for applications.

Your Superpowers:

For the role you will have to be:

· Committed: Have an unwavering focus and diligence to exceed goals knowing that your passion, expertise, and capability will lead to team, firm, and client accomplishment.

· Communicative: Open and meaningful engagement allows our team to leverage the power of expression in any environment and situation.

· Creative: Brings to life more than the idea but the momentum and beneficial impact no matter what the design, or roadmap - disruption with intention.

· Connected: Build and maintain relationships - internal and external as it is critical to understanding the needs, desires and ambitions our team and the greater world.

· Collaborative: The road to shared success combines the energy, ideas, and execution of many - architecting value and building lasting impact through teamwork.

Qualifications

- Pursuing a degree in Engineering, or quantitative discipline (e.g., Computer Science, Mathematics with a focus on Statistics and Data Analytics, Algorithmic Physics, or related field etc.)

- Some experience building and deploying machine learning models with feedback loops for continuous improvement and building performant, distributed training and inference pipelines on large datasets

- You have the ability to develop and prototype new Machine Learning techniques and run experiments to systematically improve model accuracy. Proficiency in common programming languages (e.g., Python, R, Java) and open-source libraries/tools (e.g.,TensorFlow, PyTorch, OpenCV, Caffe, Yolo, distributed training / inference with Spark) in the ML toolkit. You are comfortable with full-stack/ backend development code to build a strong understanding of underlying data structures and other dependencies.

What We’ll Provide

· The Problem

- Optimize the image and submission form selection process, so that designers are not re-downloading images

· Meetings with subject matter experts

· Agile feedback

· Development environment and remote access

· Preference is that development and specialized resources (software, services) are provided by company and used by learner(s)

Deliverables
No deliverables exist for this project.
Mentorship

What We’ll Provide

· The Problem

- Optimize the image and submission form selection process, so that designers are not re-downloading images

· Meetings with subject matter experts

· Agile feedback

· Development environment and remote access

· Preference is that development and specialized resources (software, services) are provided by company and used by learner(s)

About the company

Company
St. Jacobs, Ontario, Canada
11 - 50 employees
Marketing & advertising, Business services

We are Mayk Ideas - growth advisors and marketing creatives! Ingenuity without boundaries is at the heart of every strategy we envision and execute. We craft people-oriented, brand-building campaigns and business transformations that are intentional and value-driven. Our creative and venture acceleration services lead to measurable return on investment for the firms and brands we work with, as they are informed by data-driven strategies, good business sense, and meaningful connections. Our portfolio of clients includes professional and financial services, sports and entertainment, technology, automotive and other B2B brands. Our clients are growing and so are we!

Please note that the learner market and industry experience is important when selecting this project. Our process includes a review of the learner’s resume, learner transcript review and subsequent contract and NDA for selected candidates. We thank you for your interest!