resume

Basics

Name Emmanouil (Manos) Kavvousanos
Expertise Embedded Systems & Machine Learning Engineer
Summary Embedded Systems and Machine Learning Engineer with experience in embedded software, signal processing, hardware accelerators, and deep learning systems. Strong background in FPGA/ASIC design, communication systems, and algorithm-hardware co-design.

Work

  • 2025.05 - Present
    Research Engineer
    University of Patras
  • 2024.03 - 2025.02
    R&D Machine Learning Systems Engineer
    EdgeQ Inc.
    Developed, implemented, and evaluated Machine Learning methods for integration into 5G and next-generation communication systems.
    • Machine Learning
    • 5G systems
  • 2022.09 - Present
    Embedded Systems Engineer
    Loctio Inc.
    Development of embedded software for control and signal processing in Software-Defined Radio (SDR) systems.
    • SDR systems
    • Embedded software development
  • 2021.10 - 2022.02
    Research Engineer
    University of Patras
    Designed FPGA-based hardware platform and firmware for CERN Mezzanine card tester boards.
    • FPGA design
    • Firmware development
    • Xilinx Zynq SoC
  • 2020.09 - 2021.09
    Research Engineer
    Aristotle University of Thessaloniki
    Designed RTL control algorithms for photovoltaic voltage regulation targeting ASIC technology.
    • RTL design
    • ASIC
    • PVT systems
  • 2019.05 - 2020.01
    Research Engineer
    University of Patras
    Designed and implemented DSP algorithms for Power-Line Communication Systems in FPGA using HLS and RTL.
    • DSP algorithms
    • FPGA
    • HLS
    • RTL

Education

  • 2019.10 - Present

    Patras, Greece

    PhD Candidate
    University of Patras
    Electrical & Computer Engineering
    • Hardware accelerators for deep learning systems
  • 2017.10 - 2020.02

    Patras, Greece

    MSc
    University of Patras
    Hardware/Software Integrated Systems
    • Deep-Learning based Forward-Error-Correction Decoding
  • 2010.10 - 2017.10

    Patras, Greece

    Diploma
    University of Patras
    Electrical & Computer Engineering

Awards

  • 2022.11.01
    HFRI PhD Scholarship
    Hellenic Foundation for Research & Innovation (HFRI)
    3rd Call for H.F.R.I. Scholarships for PhD Candidates (Nov. 2022 – Oct. 2024).

Skills

Programming Languages
Python
C
C++
Computational Frameworks
Matlab
NumPy
Machine Learning Frameworks
TensorFlow
Keras
PyTorch
Scikit-Learn
Hardware Description Languages
VHDL
Verilog
Vivado HLS
Catapult HLS
FPGA Development Tools
AMD Xilinx Vivado
Vitis
HLS
Hardware Simulation Software
Modelsim
SPICE
Operating Systems
Windows
Linux (Debian, RedHat)
Office Suites and Tools
MS Office
LaTeX

Languages

English
C2 (Proficiency)
German
B1 (Intermediate)