Position: Machine Learning Engineering
Category: Data Science
English level: upper
Years of experience: 4

I have two papers about the performance (accuracy, robustness) of sparse neural networks one of my papers won first place at the TDK conference in Budapest under the title "Accuracy and robustness of sparse neural networks from Watts-stargaze prior"
Deep Learning Engineer – Intern (continental.com)
Speed up classifier runtime inference
The aim is to do R&D on the effect of using dynamic neural networks on the inference real-time for both
GPU/Hardware.
 - Did research about the available dynamic neural networks that could speed up the inference time of our
classifier.
 - Selected the promising DNN structure that matches our requirements.
 - Presented our goal, selected method, and plan to the team.
 - Generated and analyzed plots during the training and testing phases for various tuning parameters.
 - Speed up the classifier's inference time by 37.5% using dynamic neural networks (SkipNet), resulting in real-
- time performance on GPU/Hardware.
- Modified the forward function of the dynamic neural networks (SkipNet) according to the skipping mask.
- Investigated the improvement in the real product by compiling the network on the hardware and testing it.


3D Object Detection using Multi-Cameras
The aim of the project is to study the effects of using multi-cameras without lidars or Radars on 3D object
detection problems.
Compare the performance of the state-of-the-art methodology that used multi cameras in 3D object
detection.
-  constructing robust data pipelines of the Nuscenes dataset and others.
- Drive a camera-only method from the available sensor fusion methods.
- Transfer multi-camera views to birds eye view.


Machine Learning Engineer

Adaptive Chatbot to 100 Languages
The project aims to build a customizable chatbot platform where the user can build his own chatbot that fits
his business domain.

English Essays Correction
The aim of the project is to build an AI system that is able to auto-correct and score English essays.