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PanosLelakis/README.md

Panos Lelakis

Electrical and Computer Engineering graduate from the University of Patras, based in Athens, Greece.

My main interests are digital signal processing, audio applications and machine learning. I also work on mathematical optimization and software development projects.

I am seeking entry-level opportunities in Greece, preferably in signal processing and machine learning.

Selected Projects

  • Active Noise Control with Neural Networks
    Diploma thesis: a Python simulation framework comparing adaptive ANC algorithms with a convolutional recurrent neural network, including automated experiments and performance evaluation.

  • Automatic Headphone Equalization
    Headphone equalization in Python, featuring a custom algorithm for automatically determining filter parameters to approximate a target frequency response.

  • Eternity II Puzzle Solver
    Puzzle solver using a binary mixed-integer linear programming model with PuLP/CBC and a Tkinter interface for loading puzzles and displaying solutions.

  • Santokriti
    University team project: a full-stack tourist guide website using Node.js, Express, Handlebars and PostgreSQL. My contribution focused mainly on backend development.

Main Technologies

Python · MATLAB · NumPy · SciPy · PyTorch · ONNX Runtime · PuLP · CBC

Contact

plelakis@gmail.com

Pinned Loading

  1. ANC-with-NN ANC-with-NN Public

    Python simulation framework for Active Noise Control, comparing adaptive filters with Convolutional Recurrent Neural Networks. Developed as a diploma thesis.

    Python

  2. Headphone-EQ-Auto Headphone-EQ-Auto Public

    Automatic headphone equalization in Python using a custom algorithm for automatic parametric IIR filter design.

    Python 1

  3. EII-MILP-solver EII-MILP-solver Public

    Python solver for Eternity II-style puzzles using a binary MILP model, PuLP/CBC and a Tkinter interface with fixed-piece hints.

    Python

  4. Santokriti Santokriti Public

    Full-stack tourist guide for a fictional Greek island, built with Node.js, Express, Handlebars and PostgreSQL. University team project.

    JavaScript