Mohammad Dawas

World is connected. Relations are found between different types of entities in all fields. These relations form networks that are represented as graphs, which are ubiquitous in our world. In Choreograph, we are building a super graph that connects data entities together along with their traits and harness the power of graph representation to solve problems such as data fusion, enrichment and segmentation by designing proper prediction tasks in a privacy-first approach.My role extends from implementing algor

Supply Chain management needs to be automated, utilizing the data that organizations have allows us to predict, analyze, optimize and solve the problems they face on their way to fully-automated supply chain. Here, data scientists come in play, we build the pipeline to digest large amounts of data and then use optimization algorithms that we design, implement and maintain to deliver best results to our clients. We work a lot with Python and its ecosystem such as Pandas, Numpy and Dask to build our pipeline.

- Developing and working on various data science and machine learning problems in computer vision, image processing. - Developing and training neural network models using Keras, Tensorflow. - Integrating the trained models into the production code.

- NLP Pipeline updating and maintenance using UIMA framework. - Modifying Java components to apply various NLP tasks such as Named Entity Recognition, Part Of Speech tagging, Temporal tagging. - Developing wrappers for Stanford CoreNLP annotator, HeidelTime tool - Using build automation and dependency management tools like Gradle - Modify and maintain network extractor and builder

Testing new products implemented. Testing new features added to the system. Testing desktop and web applications. Applying different types of testing on software and hardware. Follow up with the fixes and auditing the resolved issues. Prepare test plans and test cases document. Check the business requirements and business use of the feature. Suggesting enhancements to the system based on the business use of the system. Reply and respond to support cases from production environment.

- Complex Network Analysis and Network Science - Knowledge Discovery in Databases - Advanced Topics in Text Mining - Statistical Data Analysis - Object Oriented Programming for Scientific Computing

- Embedded systems - Digital Signal Processing - Probability and Random variables - Communication Filters design - Digital Electronics.