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Software Developer

Software Developer

Full Time
Fulton MD
Posted 3 months ago

Software Developer needed to perform the following duties      :

  • Use Machine learning techniques such as Linear Regression, Decision Trees, Random Forests, SVM, Bagging, and Boosting.
  • Developed AP automation solution which can automatically extract required information from invoices (scanned file) once user configure vendor invoice for required fields. We used template matching, Deep Learning, object detection and distance method and custom intelligent coordinate system in the solution.
  • Increased the accuracy of solution output (text recognition) by using OpenCV concepts like morphology. Pushed the extracted
  • data to AP automation portal through restful services.
  • Deep Learning Concepts like ANN, CNN, RNN.
  • Work with stakeholders throughout the organization to identify opportunities for leveraging company data to drive business solutions.
  • Analyze data from company databases to drive optimization and improvement of product development, marketing techniques and business strategies.
  • Asses the effectiveness and accuracy of new data sources and data gathering techniques.
  • Develop custom data models and algorithms to apply to data sets.
  • Use predictive modelling to increase and optimize customer experiences, revenue generation, ad targeting and other business outcomes.
  • Develop company A/B testing framework and test model quality.
  • Develop processes and tools to monitor and analyze model performance and data accuracy.
  • Ability to use data visualization tools to showcase data for stakeholders using Tableau, ggplot, Powerbi, and more.

Bachelor’s Degree required in Computer Science or Computer Engineering or Computer Information Systems.

Job Features

Job CategorySoftware Engineer

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