Luka Santric
Verified Expert in Engineering
Object Detection Developer
Luka is a machine learning engineer with 4+ years of experience in computer vision and deep learning. He has worked on object/person detection and tracking, facial, gender, and age recognition, sentiment analysis, and liveness detection. He holds a master's degree in control engineering and automation and has completed multiple machine learning/data science-related MOOCS and specializations.
Portfolio
Experience
Availability
Preferred Environment
Amazon Web Services (AWS), Linux, OpenCV, SciPy, NumPy, Scikit-learn, TensorFlow, Keras, Python
The most amazing...
...thing I've participated in creating is the SAFR platform based on highly accurate and extremely fast face recognition as part of the core data science team.
Work Experience
Machine Learning Engineer
Real Networks
- Contributed as a member of the core SAFR (https://safr.com/) data science team.
- Developed highly performant systems for person and object detection.
- Contributed to the development of a highly accurate face recognition system.
- Optimized deep learning models and algorithms for faster inference and smaller memory footprint in production with the NVIDIA TensorRT framework.
- Devised and developed a set of tools for data acquisition and labeling to enable our model training efforts.
- Integrated deep learning models with existing cloud solutions (Amazon AWS).
Junior Software Development Engineer
Ericsson
- Developed web application for the monitoring and visualization of teams' performance statistics.
- Maintained a web application for managing releases and workflow planning.
- Maintained Jenkins builds and workflows, and resolved issues over JIRA.
Experience
SAFR Platform for Security
http://www.safr.comI was part of the core data science team that developed all of the machine learning and deep learning algorithms for facial recognition, person detection and tracking, liveness detection, etc.
Education
Master's Degree in Control Engineering and Automation
Faculty of Electrical Engineering and Computing, University of Zagreb - Zagreb, Croatia
Certifications
Deep Learning Specialization
Coursera
Probabilistic Graphical Models Specialization
Coursera
Data Science Specialization
Coursera
Skills
Languages
Python, JavaScript, C++
Libraries/APIs
Keras, TensorFlow, NumPy, SciPy, Scikit-learn, OpenCV, PyTorch, Node.js
Tools
You Only Look Once (YOLO), Jenkins
Other
Computer Vision, Machine Learning, Artificial Intelligence (AI), Facial Recognition, Object Detection, NVIDIA TensorRT
Frameworks
Darknet, Flask, AngularJS
Platforms
Amazon Web Services (AWS), Linux
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