JumpLA

Machine Learning

NLP

An A.I based mobile platform that helps students identify and achieve their aspirations while becoming the best versions of themselves.

BUSINESS REQUIREMENT
  • Children’s career ambitions may be transitory and making career choices always seems to be up in the air for our young minds. Bringing a connection between what they aspire, learn and the jobs they might one day pursue is not easy.
  • The Los Angeles based tech startup came to us with the need to help students plan their future in line with their ambitions and talents. An old school solution is definitely not going to serve the purpose is what Dexlock was aware of, and we wanted to offer the best solution to them.
SOLUTIONS
  • Dexlock built a conversational software solution(chatbot) to sync in with a mobile app, that spoke to the students and guided them through the process of planning their future in a better way. These chatbots are powered by AI which helps to answer complex questions with personalized responses to the user.
  • As well for the frontend conversational aspect, the bot understood the queries using NLP techniques and apt resources were provided for each student. The bot saves the conversations with each student to understand and guide them in the right direction.
  • The mobile app helps the student create a profile of theirs and fill in their interests and they get notified of the events they are interested in by fetching data from Meetup. It also offers them with relevant job opportunities based on their talent and helps them shape their career.
IMPACT
  • Jump helped a lot of students to plan their future in accordance with their ambitions and talent, along with other like-minded students. Also let them top in their academics , develop their personality, pursue higher studies nurturing their passion and shape their career.
Key Technologies
  • Java
  • K Means Clustering
  • DeepLearning4J
  • Multilayer Perceptron
  • Python
  • ElasticSearch

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