Shehroz Bashir Malik
Angestellt, Research Engineer in Artificial Intelligence, dSPACE GmbH, Paderborn
Lippstadt, Deutschland
Über mich
Electronic Engineering graduate with a focus on Deep Learning, Autonomous Cars and Research. Throughout my Bachelors, I have learnt the importance of finding creative and efficient solutions. - Proficient in C/C++ and Python - Professionally trained in UML and SYSML - Strong knowledge of OOP and SDL - Graphing and Data Analysis using Numpy, Pandas, Seaborn, SciKitLearn and Matplotlib - Experienced in working with Microcontrollers - Competent in Version Control and Git - Solid grasp of Linux (Ubuntu) - Knowledge of ARP-4761 and ARP-4754
Werdegang
Berufserfahrung von Shehroz Bashir Malik
Bis heute 7 Monate, seit Dez. 2023
Research Engineer in Artificial Intelligence
dSPACE GmbH, Paderborn
ML model development & deployment for cloud, on-premise, and in-vehicle Specialized in AI solutions for autonomous cars, focusing on perception & scenario detection Proficient in object detection integrating 2D/3D data (LiDAR) with TensorFlow/PyTorch Developing GenAI solutions (LLMs) within the automotive context using Retrieval Augmented Generation and Parameter Efficient Fine Tuning using LangChain, Streamlit, Amazon Bedrock, Sagemaker Familiar with Azure DevOps & Docker for streamlined model deployment.
Creating digital twins for various Autonomous Vehicle use-cases inside the CARLA Simulator Development of Object Detection Algorithms inside the CARLA simulator Researching UAV deployment and placement Co-Author of a yet to be published paper titled 'A Review of possible energy-efficient solutions for UAV Base Station Placement Problem' Time Series analysis of a Traffic Volume Prediction Model using Facebook Prophet, XGBoost and LightGBM
3 Monate, Juli 2022 - Sep. 2022
Research Intern
Ingeniarius Ltd.
Development of a 3D path planning and navigation architecture using ROS for Mobile Robots Experimentation of Move Base Flex with different global and local path planners Adapting UGVs to 3D scenarios while simulating Quadrotors
6 Monate, Dez. 2021 - Mai 2022
Application Lifecycle Management (ALM) Engineering Intern
Lilium eAircraft GmbH
Part of a 30 person team dealing exclusively in Systems Engineering Requirements Capture and Management - Wrote Requirements, Documentation and Managed Access Rights in Polarion Modelled L1 and L2 Aircraft functions using SYSML in Capella Thorough knowledge of the ARP-4754A and 4761A Automated Systems and Software Development Process in Polarion Communicated and Collaborated with 6 different departments to implement project-specific features in Polarion's backend
Ausbildung von Shehroz Bashir Malik
4 Jahre, Okt. 2019 - Sep. 2023
Electronic Engineering
Hochschule Hamm-Lippstadt
Grade: 1.4