Radio Frequency Engineer Internship

Company Overview

Internship Overview

Key Responsibilities

• Signal Detection from IQ Files:
  

• Use GNURadio or MATLAB to preprocess, analyze, and extract features from IQ data files.
  

• Develop and implement algorithms to automatically detect and classify signals of interest.
  

• Test and validate detection algorithms against real-world and synthetic datasets.
  

• Signal Generation for Machine Learning:
  

• Use GNURadio or MATLAB to generate synthetic signals with varying parameters (e.g., modulation types, noise levels, interference).
  

• Create labeled datasets of synthetic signals to train machine learning models for signal detection and classification.
  

• Collaborate with the machine learning team to integrate generated datasets into training pipelines.
  

• Algorithm Development and Optimization:
  

• Research and propose signal processing techniques to improve detection accuracy and efficiency.
  

• Optimize algorithms for performance, scalability, and real-time processing.
  

• Documentation and Reporting:
  

• Document code, methodologies, and experimental results in a clear and organized manner.
  

• Present findings and progress to the team during regular meetings.
  

• Collaboration:
  

• Work closely with engineers, data scientists, and other interns to troubleshoot issues and brainstorm solutions.
  

• Participate in code reviews and contribute to maintaining high-quality code standards.

Learning Opportunities

During this internship, you will:

• Gain hands-on experience with state-of-the-art signal processing and SDR tools.
  

• Learn how to design and implement algorithms for real-world signal detection and generation.
  

• Develop skills in integrating signal processing with machine learning workflows.
  

• Receive mentorship from experienced engineers and researchers in the field.
  

Internship Details

• Duration: 3 months to 6 months
  
• Location: Remote or Hybrid
  

要件

Required Qualifications

• Currently pursuing a Bachelor’s, Master’s, or PhD degree in Electrical Engineering, Computer Engineering, Computer Science, or a related field.
  

• Familiarity with signal processing concepts (e.g., modulation, filtering, Fourier transforms, etc.).
  

• Experience with at least one of the following tools: GNURadio, MATLAB, or similar signal processing frameworks.
  

• Basic programming skills in Python, MATLAB, or C/C++.
  

• Strong problem-solving skills and attention to detail.
  

• Ability to work independently and as part of a collaborative team.
  

• Excellent written and verbal communication skills.
  

Preferred Qualifications

• Experience with software-defined radio (SDR) platforms and tools (e.g., GNURadio, SDR hardware such as USRP).
  

• Knowledge of machine learning concepts and frameworks (e.g., TensorFlow, PyTorch, scikit-learn).
  

• Familiarity with IQ data formats and signal analysis techniques.
  

• Previous coursework or projects in digital communications, wireless systems, or radar signal processing.
  

• Experience with version control systems (e.g., Git).