Aurel Hua
Bis 2020, Computer Vision Engineer | NLP Engineer, Remoteplatz GmbH
Frankfurt am Main, Deutschland
Über mich
I am a Senior Software Engineer with 10+ years of experience in programming, 7 years of professional experience as an artificial intelligence engineer and approximately 4+ years of web development. Proficiency with Machine learning, Computer Vision, NLP, Deep Learning algorithm and web development. I have a unique combination of technical skills and problem-solving abilities, with a strong background in mathematical modeling and data analysis. In addition, very familiar with front-end and back-end development. •My expertise lies in developing and deploying machine learning models, computer vision systems, natural language processing (NLP) systems and deep learning architectures. •Having strong background in mathematics, statistics, and software engineering. •My experience includes working with various Web technologies such as Java, JavaScript, node.js, react, HTML/CSS, and SQL. •As programming languages, Python, C++, C#, R, MATLAB, JavaScript are my fundamental and first languages.
Werdegang
Berufserfahrung von Aurel Hua
3 Jahre und 2 Monate, Jan. 2021 - Feb. 2024
Senior Software Engineer | AI Engineer
CQUELLE GmbH
•Supervised and lead a team of 3 junior software engineers during the development of a robust upgrade version of the company's software applications, resulting in improved user experience and a 33% revenue increase within 8 months. •Proficiently troubleshot simple and complex technological issues for different assigned projects, achieving over 95% customer satisfaction rate. •Implemented a NLP project to get actionable items from a call report, resulting in 70% time saving in action items implementation.
•Rich experience on image classification, object detection, object tracking, keypoint detection, image segmentation and very professional with OpenCV & state of the art DNN models including transformer. •Devised a face mask detection with real time videos using Python, OpenCV, Yolov5 with 95% accuracy. •Developed self-driving car software for integrating multiple sensors and three types of cameras and deployed on car and self-driving robot.
•Decision Trees, Clustering, Customize Neural Networks, and SVMs were used to analyze customer data such as purchasing power, demographics, and other behavioral data to identify customer personality traits. •Analyzed behavior of churned Telecom customer data by hyperparameter tuning of Decision Trees and K-Nearest Neighbors classifiers with 80% accuracy. •Design, test, and deploy new artificial intelligence functionalities for 13 major projects of the company worth $4.7M in total.
•Supervised, managed and led the team of 5 peers in the development of a robust upgrade resulting in 35% incremental revenue in 9 months. •Participated in sales presentations due to ability to translate user needs into usable software solutions, assisting the sales team in closing 3 deals generating $200K in revenue. •Designed and executed a brand-new customer resolution management tool through React.js and Java to efficiently monitor, encode and resolve customer questions/concern.
Ausbildung von Aurel Hua
4 Jahre, Apr. 2008 - März 2012
Computer Science
Technical University of Munich
Sprachen
Englisch
Fließend
Deutsch
Muttersprache