Idris Babay

IT Consultant (03/2025 -)

CGI Deutschland

• Analyze and gain data insights from telemetric train data

Werkstudent Software Developer (11/2022 - 02/2025)

CGI Deutschland

• Work in a team of 4 to develop an internal ATS system. Goal is to extract requirements from job postings and relevant skills from candidate resumes and perform matching tasks to rank candidates based on how well their qualifications match job requirements, and to digitize employee resumes and job postings to enable future business intelligence acquisition.
  Techstack: Python, Django, JavaScript, Angular, Docker, AWS, GitLab, Kanban
• Worked in a team of 2 to develop an outlier detection algorithm. The detected outliers were fed into an AWS Glue rule generation engine to flag bad data in the data store, AWS Glue measures the quality of the data subsequently injected into the system.
• Design and build a chatbot powered by the Claude3 large language model (LLM) that translates natural language queries into SQL statements; the chatbot can be used as a developer support, business intelligence, or low-code tool.
• Conduct action recognition research and train a model that interprets American Sign Language into written English; the prototype model can be extended as a mobile or desktop application.

Werkstudent Salesforce Developer (10/2021 - 10/2022)

Arlanis Reply AG

• Develop a UI widget for a health insurance client. The widget retrieves Salesforce objects and compares their properties with filter criteria, the filter displays customer offices and facilities on a map according to the widget's state. Communication between the backend and the frontend is done using message passing and the publisher-subscriber design pattern.