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Recent projects
Strategic AI & Machine Learning Application
We want to leverage the latest technology to gain an advantage in our market. We would like to collaborate with students to strategically apply AI and machine learning to develop a conversational search engine capability to help users learn about machine learning concepts and terminologies. The project goal is to build a conversational chatbot using Python and open source frameworks to search publicly available AI and Machine learning resources to respond to the search keyword/phrase/question given to the chatbot. Students should be prepared to: Identify and present a design for the solution using open source frameworks Develop a scalable solution that can be used by 100s of users concurrently Integrate a methodology to take feedback from users to improve the search outcomes. Ability to learn from new relevant information available in the internet A few deliverables include: Application to find content form publicly available reference materials Algorithm and source code for the chatbot Documents to explain architecture, design, outcomes
Data Analysis
We’d like students to help analyze retail industry datasets to develop impacts of covid on retail product sales. Retail industry has gone through massive disruption due to the change in customer behavior, market dynamics and supply chain challenges. The marketing and sales solutions requires augmentation from industry data to learn about new buying patterns emerging as customers adapt to lifestyle needs post pandemic. We want to analyze Industry trend data for customer shopping habits based on income, product sales data to develop insights for marketing campaigns through recommendation engines and insights drawn from data analysis.
Machine Learning Development Platform - Customer and Competitor Analysis
Our solutions are in the Data Science technologies and up-skilling workforce with data skills. As this is an aggressively growing market the competition and customer demands also vary widely. Our intention is to perform a comprehensive analysis of our data science collaboration platform with respect to customer demands and competitor analysis. This project may include, but is not limited to: Identifying customer segments to targetCompiling relevant market and competitor information. Developing a business expansion plan The final project deliverable is a report including research, analysis, and recommendations. It should assist our sales team in successfully prospecting within our target market with actionable recommendations that will increase sales conversions.
Strategic Prospecting Plan - Machine Learning Solutions
To become a proactive sales team, we need assistance developing an outreach process. We would like to equip our sales team with a plan that guides them in researching new prospects, identifying key contacts, and reaching out with compelling messages. We would like you to create a simple step-by-step strategy for prospecting in our target market. Our solutions are in the Data Science technologies and up-skilling workforce with data skills. This project may include, but is not limited to: Identifying new potential accounts that align with our current customer base. Compiling relevant market information. Building a customizable outreach script. The final project deliverable is a report including research, analysis, and recommendations. It should assist our sales team in successfully prospecting within our target market with actionable recommendations that will increase sales conversions.