Experience
Jul 2023 - Present
2 years 4 months
- Training and fine tuning 3D object detection algorithms with experience in developing datasets
- Implementing and engineering domain adaptation for real-world data
- Applying feature techniques for improving qualitative performance in autonomous driving
Mar 2022 - Jun 2023
1 year 4 months
- Collected and analyzed online bio-signal data including video recordings for cognitive control experiments
- Developed JavaScript application for data analysis and bio-signal processing
- Implemented pixel-wise semantic segmentation for neural network models
- Built real-time 3D hand tracking system
- Provided teaching and lab assistance for advanced machine learning courses
Feb 2021 - Sep 2021
8 months
- Designed multilayer perceptron and LSTM models for anomaly detection in electric vehicle gearbox data achieving 82–90% accuracy
- Developed autoencoder and applied clustering via dimensionality reduction
- Processed NVH (noise, vibration, harshness) data for diagnostics
- Created augmented reality and virtual reality prototypes in Unity 3D
Nov 2018 - Mar 2021
2 years 5 months
- Developed image and video processing algorithms in C++
- Implemented face detection on Raspberry Pi using Haar cascades
- Integrated and automated Air Traffic Control systems
- Containerized applications using Docker
Jan 2014 - Jun 2015
1 year 6 monthsDubai, United Arab Emirates
- Integrated and configured communication systems
- Provided technical support and generated requirements for sales initiatives
Apr 2011 - Dec 2013
2 years 9 months
- Performed mechanical issue resolution and routine maintenance
- Generated technical requirements and provided field service support
- Conducted radio frequency planning and integration for HF and VHF systems