Mark Zhang

Mark Zhang

Currently a student at North China Electric Power Univercity, majoring in Intelligent Science and Technology. I am passionate about Artificial Intelligence and Machine Learning.

Contact Information

  • Phone Number: 15158871037
  • Email: 120221230122@ncepu.edu.cn
  • Address: No. 2 BeiNong Road, Shigezhuang Street, Huilongguan, Changping District, Beijing

Education Background

North China Electric Power University | Beijing, China

  • Bachelor of Engineering; Major in Intelligent Science and Technology (September 2022 - June 2026)
    • GPA: 91.47/100
    • Honors/Awards:
      • First-Class Scholarship for the 2022-2023 Academic Year
      • National Excellence in the 2022-2023 College Students’ Innovation and Entrepreneurship Training Program
      • School Merit Student
      • H-Prize in the Mathematical Contest in Modeling (MCM)
    • Core Courses:
      • Algorithms and Data Structures
      • Operating Systems
      • Computer Networks
      • Computer Organization Principles
      • Database Principles and Practice
      • Machine Learning
      • Natural Language Processing
      • Computer Vision
    • Personal Project Repository: AMark (Mark–Zhang) - Gitee.com
    • Personal Technical Blog: Mark_Zhang-CSDN Blog

Internship Experience

FanRuan Software | Wuxi, China

  • IDC Certified Market Leader in Domestic Business Intelligence (BI)
  • Backend Development Engineer, Jiandao Cloud Department (July 2024 - August 2024)
    • Implemented Server-Sent Events (SSE) communication to support streaming data transmission for Chatbot services and enhanced user interaction experience by adding a typewriter effect similar to ChatGPT.
    • Interfaced with Large Language Models (LLM) to design and implement an intelligent dialogue system based on the Retrieval-Augmented Generation (RAG) technique, utilizing vector similarity search to retrieve key information from Jiandao Cloud forms, thereby improving dialogue accuracy and response speed.
    • Optimized PostgreSQL queries by caching results in temporary variables, reducing database load, and enhancing query performance, especially in high-concurrency scenarios.
    • Designed and implemented warehouse information management and email distribution functions using Redis message queues and MongoDB replica sets, ensuring high availability and data consistency of the system.
    • Authored technical documentation and design specifications, standardizing project processes to facilitate efficient communication and collaboration within the team.

Project Experience

Ubuntu Drone px4 Simulation | Beijing, China

  • Lab Project: Px4 Environment Setup and Gazebo Simulation Testing (Ubuntu 20.04) (April 2023 - October 2023)
    • Implemented drone control and communication with the ground station QGC through ROS in an Ubuntu virtual machine.
    • Conducted simulation experiments with drones equipped with the px4 open-source flight control system in Gazebo.
    • Applied the simulation environment to real drones for initial flight testing.

Raspberry Pi with OpenCV for Image Recognition | Beijing, China

  • Competition Project: Mastering Raspberry Pi Series (April 2023 - May 2023)
    • Completed system flashing, network configuration, and user setup on Raspberry Pi using an SD card.
    • Established remote development on Raspberry Pi via SSH connection in Visual Studio Code.
    • Installed and configured the Raspberry Pi camera and utilized the OpenCV library to implement facial recognition.

Extracurricular Activities

Table Tennis Association | Beijing, China

  • Technical Department Member (September 2022 - Present)
    • Represented the association in school-level table tennis competitions and won the runner-up in men’s singles.
    • Achieved a national table tennis points score of 1603.

Skills/Interests

  • Languages:
    • TOEFL 104/120
    • CET-4 666/710
    • CET-6 659/710
  • Professional Skills:
    • Proficient in Linux operating system usage
    • Familiar with web development languages such as JavaScript and CSS
    • Expert in Python data analysis
    • Experienced in Java web development
    • Skilled in PowerPoint creation and beautification
    • Excel data analysis and processing
    • Proficient in writing papers using Overleaf
    • Expert in Markdown usage
  • Interests:
    • Table Tennis (School Champion Runner-up)
    • Running