04/29/2025 updated
100 % available
Deep Learning Specialist
Touggourt, Algeria
Worldwide
Ph.D. in computer engineeringArtificial IntelligenceData CollectionMachine LearningModel BuildingTensorflowSystem DeploymentPytorchDeep LearningHistogram
During my Ph.D., I proposed a state-of-the-art deep learning model called DepthHist, which achieved an outstanding accuracy of 96.8% on the accuracy (δ1) metric in the widely used benchmarking KITTI dataset. This model, currently under review, uniquely fuses CNNs and Vision attention mechanism
with the histogram estimation technique to tackle complex spatial perception challenges from camera data (RGB image) to predict an accurate LiDAR depth map. I also created LiDARDatabox to easily access the most popular LiDAR datasets like KITTI, SUNRGB-D, and Diode with one command. I
have open-sourced this tool, and many researchers find data collection easier with it. Additionally, I have freelanced as an AI engineer, taking up a machine learning project right from conception to deployment. My current skill set ranges from data preprocessing to model building and full-scale system deployment, inclusive of deep proficiency in TensorFlow, PyTorch, and Python.
with the histogram estimation technique to tackle complex spatial perception challenges from camera data (RGB image) to predict an accurate LiDAR depth map. I also created LiDARDatabox to easily access the most popular LiDAR datasets like KITTI, SUNRGB-D, and Diode with one command. I
have open-sourced this tool, and many researchers find data collection easier with it. Additionally, I have freelanced as an AI engineer, taking up a machine learning project right from conception to deployment. My current skill set ranges from data preprocessing to model building and full-scale system deployment, inclusive of deep proficiency in TensorFlow, PyTorch, and Python.
Languages
ArabicNative speakerEnglishFluentFrenchGood
Project history
As an AI specialist, I specialize in understanding client goals, collecting and analyzing data through EDA, selecting, and building models, rigorous testing, providing clear documentation.
presenting results to clients and, if needed, deploy models for seamless integration into their operations.
My approach combines technical expertise with effective communication for a streamlined AI solution development process.
presenting results to clients and, if needed, deploy models for seamless integration into their operations.
My approach combines technical expertise with effective communication for a streamlined AI solution development process.
* Managed real-time data acquisition for well-testing, capturing crucial downhole and surface measurements.
* Analyzed data to optimize well performance and production efficiency.
* Generated concise reports and visualizations, ensuring compliance with industry regulations and meticulous
documentation for audits.
* Analyzed data to optimize well performance and production efficiency.
* Generated concise reports and visualizations, ensuring compliance with industry regulations and meticulous
documentation for audits.