Artificial Intelligence & Machine Learning Application

Our company is a platform for creating data products enabled by AI, and we want to leverage the latest technology to gain market advantage. Applications of this technology to build data products include recommendation algorithms, predictive analytics like lifetime values, fraud detections, cyber security analytics and classifications.We would like to collaborate with students to apply the latest artificial intelligence (AI) and machine learning (ML) techniques to our existing dataset. Students will develop an AI / ML model related to any of the aforementioned applications.This will involve several different steps for the students, including:Conducting background research for specific problem domains (Will provide at the beginning of project)Analyzing the dataset (identify data requirements)Researching the latest AI / ML techniques and how they could be applied to our data.Developing an AI / ML model that provides unique outcomes or insights into our data.Providing multiple solutions that can be applied to solve the same problem. (Key is to build a "deployable" solution

Knorket.AI Terraform Automation Project

The main goal of this project is to build terraform based automation for setting up infrastructure in the cloud to help set up big data infrastructure. This will involve several different steps for the students, including:- Learning about terraform and its capabilities.- Setting up terraform scripts for the cloud infrastructure.- Configuring helm charts for the big data infrastructure.- Setting up load balancers and ingress.- Testing the automation scripts and making improvements based on additional data.

Email Marketing Campaign

Our company is in process of launch looking to empower decision makers with insights@scale. We hope to revamp our email marketing to attract more customers.We would like to work with students to design a new email marketing campaign for our company.This will involve several different steps for the students, including:Familiarizing themselves with our company’s products, email marketing campaign goals and target market.Identifying types of emails and content that our company should send out such as welcome emails, newsletters, and re-engagement emails.Researching factors affecting the effectiveness of email marketing such as when emails are sent and making recommendations.Identifying metrics to monitor throughout the campaign.Bonus steps in the process would also include:Identifying ways to personalize emails for customers based on market segmentation.

Product Management and Marketing Project

The main goal of this project is to help with product management and marketing for Knorket.AI. This will involve performing user and market research, designing and conducting user customer interviews, analyzing qualitative customer data and drawing up insights, documenting customer needs, and presenting key findings and suggesting recommendations. This will also involve designing and building data products and working with technical team members to launch and roll-out