Lead the development of state-of-the-art computer vision algorithms to detect fires both at night and during the day
Led the research and development of multi-frame detectors
Led the research and development of multi-frame from a static single-camera distance estimation
Mathematical modeling of fire initiation and growth.
The role was focused on leading the detection transformation. The 20-month journey reduced several million in costs and achieved real-time smoke and fire detection.
Developed computer vision algorithms for card and coin defect evaluation, collaborating with operations and developers.
Designed and managed the end-to-end process, encompassing data acquisition, scanning, annotation, and the complete computer vision algorithm development lifecycle through to deployment.
Ensured the seamless functionality of computer vision algorithms by actively communicating and coordinating efforts with various departments.
Data Scientist / Computer Vision EngineerPythonOpenCVspaCy...
Data Scientist / Computer Vision Engineer
Built an invoice data extraction algorithm for a private German digital post service
PythonOpenCVspaCyAzure Cognitive Services
Remote
8 Monate
2019-08 - 2020-03
object detection and tracking algorithm for counting objects in 3D Computed Tomography images
Data Scientist / Computer Vision EngineerPythonOpenCVKeras...
Data Scientist / Computer Vision Engineer
Built an object detection and tracking algorithm for counting objects in 3D Computed Tomography images of vehicle parts. Reduced the human (worker) time from ~120 minutes to 5 minutes
Improved (by more than 50%) matching algorithm accuracy for user profiles and problem descriptions.
PythonSQLsci-kit learnCherryPyNatural Language ProcessingDocument
understandingInformation Extraction
zyncd
Munich
1 Jahr
2011-10 - 2012-09
Teaching
Computer lab teacher
Computer lab teacher
Taught Courses: Calculus 1 and 3, Discrete mathematics 1 and 2 and Basics of IT
Faculty of Computer Science and Engineering, Skopje, Macedonia
Aus- und Weiterbildung
Aus- und Weiterbildung
4 Jahre 7 Monate
2015-06 - 2019-12
PhD in Computer Science
PhD, Grade 1.3 - Magna Cum Laude, Bundeswehr University Munich
PhD, Grade 1.3 - Magna Cum Laude
Bundeswehr University Munich
Thesis: ?Facade Interpretation from Images?
2 Jahre 2 Monate
2012-10 - 2014-11
Master Strudies in Computer Science
M.Sc. Informatik, TU München
M.Sc. Informatik
TU München
Master thesis: ?Coreference Resolution in Biomedical Full Text?, Used: Java, Solr, and C++. Grade: 1.0
4 Jahre 1 Monat
2008-09 - 2012-09
Computer Science module Software Engineering
B.Sc.- Eng. (Graduated Engineer of Computer Science module Software Engineering), University ?SS Cyril and Methodius?, Faculty of Computer Science and Engineering
B.Sc.- Eng. (Graduated Engineer of Computer Science module Software Engineering)
University ?SS Cyril and Methodius?, Faculty of Computer Science and Engineering
GPA 9.85/10.00. Thesis: ?Text Mining of Clustered News?. Used: Java and Tapestry. Grade: 10/10
Certifications:
CertNexus Certified AI Practitioner, CertNexus Data Science Practitioner, CertNexus Certified Trainer
Microsoft Certified: Azure Data Scientist Associate, Azure AI Engineer Associate, Microsoft Certified Trainer
Lead the development of state-of-the-art computer vision algorithms to detect fires both at night and during the day
Led the research and development of multi-frame detectors
Led the research and development of multi-frame from a static single-camera distance estimation
Mathematical modeling of fire initiation and growth.
The role was focused on leading the detection transformation. The 20-month journey reduced several million in costs and achieved real-time smoke and fire detection.
Developed computer vision algorithms for card and coin defect evaluation, collaborating with operations and developers.
Designed and managed the end-to-end process, encompassing data acquisition, scanning, annotation, and the complete computer vision algorithm development lifecycle through to deployment.
Ensured the seamless functionality of computer vision algorithms by actively communicating and coordinating efforts with various departments.
Data Scientist / Computer Vision EngineerPythonOpenCVspaCy...
Data Scientist / Computer Vision Engineer
Built an invoice data extraction algorithm for a private German digital post service
PythonOpenCVspaCyAzure Cognitive Services
Remote
8 Monate
2019-08 - 2020-03
object detection and tracking algorithm for counting objects in 3D Computed Tomography images
Data Scientist / Computer Vision EngineerPythonOpenCVKeras...
Data Scientist / Computer Vision Engineer
Built an object detection and tracking algorithm for counting objects in 3D Computed Tomography images of vehicle parts. Reduced the human (worker) time from ~120 minutes to 5 minutes
Improved (by more than 50%) matching algorithm accuracy for user profiles and problem descriptions.
PythonSQLsci-kit learnCherryPyNatural Language ProcessingDocument
understandingInformation Extraction
zyncd
Munich
1 Jahr
2011-10 - 2012-09
Teaching
Computer lab teacher
Computer lab teacher
Taught Courses: Calculus 1 and 3, Discrete mathematics 1 and 2 and Basics of IT
Faculty of Computer Science and Engineering, Skopje, Macedonia
Aus- und Weiterbildung
Aus- und Weiterbildung
4 Jahre 7 Monate
2015-06 - 2019-12
PhD in Computer Science
PhD, Grade 1.3 - Magna Cum Laude, Bundeswehr University Munich
PhD, Grade 1.3 - Magna Cum Laude
Bundeswehr University Munich
Thesis: ?Facade Interpretation from Images?
2 Jahre 2 Monate
2012-10 - 2014-11
Master Strudies in Computer Science
M.Sc. Informatik, TU München
M.Sc. Informatik
TU München
Master thesis: ?Coreference Resolution in Biomedical Full Text?, Used: Java, Solr, and C++. Grade: 1.0
4 Jahre 1 Monat
2008-09 - 2012-09
Computer Science module Software Engineering
B.Sc.- Eng. (Graduated Engineer of Computer Science module Software Engineering), University ?SS Cyril and Methodius?, Faculty of Computer Science and Engineering
B.Sc.- Eng. (Graduated Engineer of Computer Science module Software Engineering)
University ?SS Cyril and Methodius?, Faculty of Computer Science and Engineering
GPA 9.85/10.00. Thesis: ?Text Mining of Clustered News?. Used: Java and Tapestry. Grade: 10/10
Certifications:
CertNexus Certified AI Practitioner, CertNexus Data Science Practitioner, CertNexus Certified Trainer
Microsoft Certified: Azure Data Scientist Associate, Azure AI Engineer Associate, Microsoft Certified Trainer