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imang212/README.md

Hi there, I'm Patrik

I am an Applied Informatics student at UJEP with a strong foundation in computer networks and building high-performance real-time data systems at the intersection of Edge AI, Backend Architecture, and Statistical Modeling.


Currently working on

  • Bachelor's Thesis: System for Traffic Analysis Using Computer Vision
    • Building a real-time pipeline for automated traffic monitoring.
    • Tech Stack: Raspberry Pi 5, Hailo-8 (26 TOPS), YOLO, MQTT, PostgreSQL, FastAPI.
    • Focus: Processing complex visual data with sub-second latency.

Mathematical & Analytical Interests

Beyond engineering, I am fascinated by how we interpret high-velocity data under uncertainty. I actively study:

  • Bayesian Statistics: Updating hypothesis probabilities with new evidence.
  • Statistical Intuition: Poisson & Normal distributions, Expected Value calculations.
  • Fat-Tailed Distributions: Analyzing extreme events in volatile environments (Crypto/HFT).

Technical Stack & Skills

  • Languages: Python, SQL, C#, Bash
  • Backend & Databases: FastAPI, PostgreSQL, REST APIs, MQTT
  • Edge AI & Computer Vision: Hailo-8 NPU, YOLO, GStreamer, Raspberry Pi
  • Infrastructure & Tools: Linux (Advanced), Docker, Git, CI/CD, Enterprise Networking & Security (CCNA)

University - Archive with brief description of my coursework and seminar papers done at University.


Looking for

I am graduating in January 2027 and am open to Backend, Data Engineering, Platform, or Edge AI roles and engineering placements (starting early 2027), where I can build scalable data pipelines and hardware-accelerated systems.


Contact

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  1. Bachelor_Thesis Bachelor_Thesis Public

    System for Traffic Monitoring and Analysis using Computer Vision

    Python

  2. University_Work University_Work Public

    My university works, seminars and projects description.

    Jupyter Notebook