Student
University of Bayreuth
(Sonstiges, 250-500 Mitarbeiter)
Schlagwörter
Skills
I have the following skills, experience, and knowledge:
- C#, Entity Framework, .NetCore, MVC, MSSQL, Web-Forms, API
- PHP, Larvel, MySQL, JavaScript, CSS, HTML, Bootstrap
- Machine Learning and Deep Learning
- Keras, Scikit-learn, TensorFlow, Pytorch
- ANNs, CNNs, GANs, and NLP
- Data augmentation methods
- Numpy, Pandas, Matplotlib, SciPy, Seaborn, etc.
- Data pre-processing methods
Projekthistorie
10/2020
-
05/2021
Master Research Thesis Grade (1,0)
Convolutional Neural Networks Based Transfer Learning for Image Classification
Convolutional Neural Networks Based Transfer Learning for Image Classification
- Implemented in Python using Keras API with TensorFlow backend
- Designed 9 transfer learning models (ImageNet CNNs) including a novel VGG16BN
- Used two model-level approaches: network and parameter-based transfer learning
- Evaluated models on three publicly available datasets (scene-centric: MIT-Indoor-67, object-centric: Fashion-MNIST & Event-8)
- Improved generalization and reduced overfitting problem through affine transformations and Random Erasing data augmentation
- Evaluated performance affecting factors such as image pre-processing and image resolution
- Improved convergence of models through callbacks
- Analyzed performance of transfer learning models on different nature of datasets
10/2019
-
03/2020
Student
University of Bayreuth
(Sonstiges, 500-1000 Mitarbeiter)
- Prototype of an intelligent platform to offer discounted items in the local areas
- Registering the businesses to list discounted items
- Personalized users’ screens based on their preferences and most bought items
- Integrating Google map to locate registered shops
- Integrating Barcode reader to show the price of items and to the checkout payment process
- PHP API to perform CRUD operations
10/2019
-
03/2020
Student
University of Bayreuth
(Sonstiges, 500-1000 Mitarbeiter)
- Performance evaluation of Intel Arria 10GX FPGA accelerator through Intel SDK FPGA for OpenCL
- Utilizing maximum resources of an accelerator to increase throughput(GFLOPS)
- Implemented Naïve and Loop-Tiling Matrix Multiplication
- Loop-Unrolling performance optimization
- Floating-Point operations optimization
- SIMD (automatic vectorization) optimization
- Analyzed the limitation of the compiler in the context of optimization
06/2016
-
07/2017
Software Engineer
Epazz, Inc.
(Internet und Informationstechnologie, 50-250 Mitarbeiter)
- Building web-based EHR systems using C#, ASP.NET, .NET Core, MSSQL, JavaScript, and Kendo-UI controls
- Maintaining and modifying the functionality of the existing application
- Integrating new modules
- Writing stored procedures to visualize the data on the dashboards
- Optimizing code to improve performance
- Bug fixing
- Integrating Amazon Web Services (AWS) S3 bucket to improve security, scalability, and the performance of huge amount of PDF generated reports
- Communicating with US team to give demos
03/2016
-
06/2016
Software Engineer
KFEUIT
(Sonstiges, 500-1000 Mitarbeiter)
- Installing and configuring open-source web-based applications on the University server
- Configuring Moodle learning management system
- Integrating KOHA library system
- Installing and integrating RadiCore (for developing web-based administrative applications)
- Managing University official website
- Building web-based online admission system using PHP, CSS, JavaScript, MySQL
04/2015
-
02/2016
Software Engineer
Epazz, Inc.
(Internet und Informationstechnologie, 50-250 Mitarbeiter)
- Building web-based EHR systems using C#, ASP.NET, .NET Core, MSSQL, JavaScript, and Kendo-UI controls
- Maintaining and modifying the functionality of the existing application
- Integrating new modules
- Writing stored procedures to visualize the data on the dashboards
- Optimizing code to improve performance
- Bug fixing
- Integrating Amazon Web Services (AWS) S3 bucket to improve security, scalability, and the performance of huge amount of PDF generated reports
- Communicating with US team to give demos
Reisebereitschaft
Verfügbar in den Ländern
Deutschland
