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
Social Media Marketing Campaign
Our company has a SaaS Product. We hope to revamp our social media marketing to attract more customers. We would like to work with students to design a new social media marketing campaign for our company. This will involve several different steps for the students, including: Familiarizing themselves with our company’s products, social media campaign goals and target market. Identifying social media channels and strategies suitable for our company. Planning types of campaign content to create for each channel. Identifying metrics to monitor throughout the campaign. Creating a social media content calendar that outlines important steps in the campaign. Bonus steps in the process would also include: Recommending social media management tools to schedule our content.
Data Modeling and ER Diagrams for SaaS API Tables
The main goal for the project is to convert the list of data tables of various SaaS based API's into proper data models using cube.dev or a similar approach. Additionally, the project aims to build ER models of the same to ensure efficient data organization and management. This will involve several different steps for the learners, including: - Analyzing the existing data tables and understanding the structure and relationships of the data. - Utilizing cube.dev or similar tools to create data models that accurately represent the SaaS API data. - Building ER models to visually represent the relationships between different entities in the data. - Testing the data models and ER diagrams to ensure they accurately capture the original data and its relationships.
Manual SaaS Connector Testing Project
The main goal for the project is to perform testing of various connectors to various SaaS applications and ensure that they are functioning properly. This will involve several different steps for the learners, including: - Understanding the different types of connectors and SaaS applications. - Developing test cases for each connector and SaaS application combination. - Executing the test cases and documenting the results. - Identifying and reporting any issues or bugs found during testing. - Collaborating with the development team to ensure that any issues are resolved. - Providing a final report on the testing process and outcomes.
Java Plugin Build for Big Data Engine
The main goal for the project is to build a Java plugin for a big data engine that will be integrated into our SaaS platform. The plugin should be able to handle and process large volumes of data efficiently and effectively. It should also be able to provide real-time data analysis and insights for our platform users.
SaaS EULA and Terms of Service Review / Compile
Our company has a Software as a Service (SaaS). In order to protect ourselves legally, we have a user Terms of Service (ToS) agreement in which every user must agree to before using our product. We would like to collaborate with students to review our current product and the applicable ToS agreement and bring it up to date with any possible missing pieces regarding law, policy, or potential threats to our business in our space. Conducting background research on our existing product and the current Tos we provide our users. Conducting research into the latest laws and policies that might be applicable to our business. Developing a new version of our ToS agreement with reasonings behind choices, and highlights to missing areas. Reviewing and providing possible updates to our accompanying legal documents such as Acceptable Use Policy and Privacy Policy
Artificial Intelligence & Machine Learning - LLM Agent
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
Website Development
We need help with development of a workflow solution in Ruby on Rails that involves knowledge of JavaScript and Ruby on Rails. This will be used for workflow automation but the goal here is to build web components that can be used for the purpose
ICT Ignite - Data Science Project Template (edit as required)
The main goal of this project is to select use cases, leverage a distributed SQL engine, connected to data sources to create a data science models, identify programmable insights and dashboard charts to visualise and communicate insights. The key purpose is to enable collect for range of use cases, collection of end to end data science pipeline work
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
Cyber Security Data Products - Design and Development
The main goal of this project is to research and analyze security related queries from some of open source solutions designed to perform a range of security tests and compile them all as well build additional to enable roll-out comprehensive data products. This will involve several different steps for the students, including: - Researching and analyzing existing open source security solutions. - Developing a comprehensive data product that can be rolled out. - Optimizing the security data product for performance. - Testing the developed product and making improvements based on additional data.
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.
Podcast Production
Since podcasts are becoming an increasingly popular content medium, our company hopes to capitalize on this by creating our own. In this project, students will collaborate with us to take advantage of trending media and create a season of our own podcast. We would like students to deliver a 5-episode podcast series based on our company’s nice to resonate with our target audience. This will involve several different steps for the students, including: Collaborating with the project manager to form a name and a theme for the podcast, and a topic for each episode. Script various components of each podcast episode such as the introduction, welcome, call to action, and outro. Create cover art for the podcast. Research and plan what will be discussed on an episode-by-episode basis. Record and edit each episode. Facilitating special guest appearances in one or more episodes.
Digital Content Creation
Our company is in process of launch with a mission to "analytically" empower the world. We hope to revamp our social media and email marketing content to attract more customers. We would like students to help us create content that is aligned with our vision, mission, and sector. This will involve several different steps for the students, including: Familiarizing themselves with our company’s products, marketing goals and target market. Researching factors affecting the quality of digital content. Recommending changes to existing digital content and designing new social media posts and emails. Recommending and designing new digital content not already used by our company. Bonus steps in the process would also include: Testing and improving designs based on feedback.
SEO and Social Media Strategy
Our team is looking to take our social media presence to the next level in order to drive traffic to our pages. To do this, we hope to improve our search engine optimization, and create an optimal schedule for our social media posts to be uploaded. This will involve several different steps for the students, including: Researching keywords to determine the most relevant terms that our customers search for. Researching Search Engine Optimization requirements for us to rank on the first page of Google. Constructing a content calendar to upload social media content for the maximum possible traffic . Creating social media content using the most efficient keywords for our target audience while following the content calendar. Bonus steps in the process would also include: Using our company’s social media analytics to tailor the content calendar to our customers activity, rather than general trends
Social Media Marketing Campaign
Our company is in the process of launch and is looking to solve a very important problem. We hope to revamp our social media marketing to attract more customers. We would like to work with students to design a new social media marketing campaign for our company. This will involve several different steps for the students, including: Familiarizing themselves with our company’s products, social media campaign goals and target market. Identifying social media channels and strategies suitable for our company. Planning types of campaign content to create for each channel. Identifying metrics to monitor throughout the campaign. Creating a social media content calendar that outlines important steps in the campaign. Bonus steps in the process would also include: Recommending social media management tools to schedule our content.
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.
Digital Content Creation
We would like students to help us with creating content that is aligned with our vision, mission, and sector. We will ensure the student has a clear understanding of what these elements are for our organization. Knorket is OS For Experience Orchestration (ExO). We are building a next-gen Tech Driven Services business. Our Vision is to build a next-generation Unified Experience Orchestration / Customer Ops platform. Through our marketplace platform, we enable you to build each of your customer facing function (just like Lego but durable!) as you need and orchestrate experience at scale augmented by AI for decision automation. Ultimately, you will be working on content creation for our organization, including video, social media, and other collateral that we can use as go-to marketing tools. If you like the sound of our culture, and are ready to tackle this challenge with us, then we'd love to hear from you.