Irtaza Hyder

Syed Muhammad Irtaza Hyder Lahore, Pakistan ƒ - #- ï syed-muhammad-irtaza-hyder § SyedMIrtazaHyder Education National University of Science and Technology Nov 2021 – Jun 2025 Islamabad, Islamabad Bachelor of Engineering in Computer Engineering CPGA: 3.98 Experience Kubar.io May 2024 – Aug 2024 DevOps Intern Remote, US • Optimized API to provide paginated data in parallel to multiple client requests with latency of less than 5ms • Designed RESTful API following OAS using FastAPI in Python, improving request speed and readability of API by 15% • Took leading role in developing and maintaining data pipeline for monitoring Azure Kubernetes Clusters’ traffic and health for Kubar.io two big customers - Careem and Uber The Data Institute, Pakistan Apr 2023 – Aug 2024 Trainee Data Scientist Islamabad, Islamabad • Obtained a Trainee Data Scientist Certification signifying experience and passion to pursue Data Science • Utilized Python, SQL/NoSQL, Docker, BERT, Grafana, and machine learning frameworks (e.g., scikit-learn, XGBoost) to implement ML/NLP pipelines and dashboards • Completed an intensive, project-driven program focused on practical applications of data science tools and techniques, creating predictive models with 90% accuracy, and improving database query efficiency by 15%. Projects LiDAR based Perception for NUSTAG Electric Vehicle | Python, ROS2, Docker, Jetson Aug 2024 – May 2025 • Customized Arduino and ESP to communicate with Jetson Xavier using SPI and UART protocols to control braking, steering and throttle speed for Electric Vehicle • Developed preprocessing pipeline to convert LiDAR and training data into RGB BEV (Bird-Eye View) images for model training and inference, reducing computation complexity by 30% • Trained and Tuned Complex YOLOv3 & YOLOv11 (OBB) for Object Detection, deploying the models on Jetson Hardware with GPU acceleration using TensorRT, giving 3x speed up during inference on edge device 16-bit 10x10 Matrix Multiplication on FPGA | Python, Verilog, Xillinx ISE Nov 2024 – Dec 2024 • Improved efficiency and reduced latency by 10% by customizing architecture for parallel row-wise multiplication • Programmed a modular and flexible 10x10 Parallel Matrix Multiplier in Verilog and a python script for sending and receiving 16-bit matrices • Implemented UART for serial communication between FPGA and PC for sending matrices for computation to FPGA and transmitting the output matrix back to PC Cloud Based Autonomous Delivery Robot | Python, Raspberry Pi, Azure Cloud Jan 2024 – Mar 2024 • Integrated UNET for road segmentation on the edge for Raspberry Pi • Responsible for sensor fusion of NEO 6M GPS module, L298N Motor Drivers, and MPU 6050 with Raspberry Pi • Programmed and managed telemetry and web app communication between Raspberry Pi 3.5B and Azure Web App using Azure Cloud Services (e.g. Azure IoT Hub) Chess Engine | C++ Apr 2023 – May 2023 • Utilized standard template and algorithm libraries for designing game logic and Window Form Application for GUI • Simplified searching and computation by employing data structures and algorithms in STL, boosting processing by 10% • Constructed chess game and a chess bot in C++, utilizing heatmaps for computing optimal move, reducing bot decision making time by 20% Relevant Coursework • • Operating System Computer System Architecture • • Machine Learning Digital Image Processing • • Data Structures and Algorithms Microcontrollers Based Design Technical Skills Languages: Python, C++, Verilog, MIPS Assembly, 8086 Assembly Developer Tools: Neovim, VS Code, Azure Cloud Services, Git, Github Technologies/Frameworks: Linux, Docker, Sci-kit learn, OpenCV, ROS2, Gazebo, Rviz, FGPA