Experience
Software Engineer @ Microsoft
Master Thesis @ Scania
- The thesis focuses on increasing the temporal resolution of trip data for vehicles using a Recurrent Neural Network (RNN)-based architecture, that treats the geospatial data as a time series.
- Publication and GitHub Repository.
Software Engineer Intern @ Five AI
- Developed a PostFlight Check tool (web app) to systematically examine recorded data from the cars based on user-defined diagnostics (plugins).
- These diagnostics allow users to identify trends and issues in the raw, sensor data using intuitive plots and dynamic insights.
- Also worked with:
- CI/CD (GitLab).
- Deployment: Terraform, Kubernetes and Docker.
Software Developer @ Hubert
- Developed a parsing tool for extracting information from candidates' CVs to improve Hubert's virtual interview experience.
- Designed an algorithm ranging from layout analysis of the document to semantic structure analysis of text objects and chunks.
- Trained an NER model to parse the candidate's history, qualifications, and skills from the extracted sections (education, experience etc.).
Machine Learning Intern @ CureAssist
- Developed a module for CureAssist's Mobile App to remotely diagnose a patient in under 30 seconds.
- Built a Graph Database (Neo4J) on the MeSH Dataset to establish semantic relationships among Diseases and Symptoms.
- Trained a Neural Network on this Graph DB to accurately predict a disease based on the patient's symptom(s).