Dawid Niemiec

Bis 2023, Senior Speech Processing Engineer, Voicesense

Krakow, Polen

Über mich

I am an acoustician with a passion for innovation and a track record of expertise in digital signal processing, scientific software development, and audio forensics. With years of experience in academia and an enthusiasm for teaching, I am proud of being able to simplify complex concepts effectively. Transitioning to the dynamic world of startups, I discovered a deep appreciation for solving uncharted problems through creative solutions. I thrive in environments where challenges are unclear and I relish the opportunity to pioneer new approaches. I believe in transparency, open communication, collaboration to achieve shared objectives, and positive feedback for continuous growth. Above all, I am driven by the desire to positively impact the world.

Fähigkeiten und Kenntnisse

Team work
Communication skills
Python
NumPy
scipy
Scientific Programming
librosa
scikit-learn
Keras
TensorFlow
OpenCV
MediaPipe
Python pandas
Matplotlib
Dash
SQL
PostgreSQL
MatLab
Git
GCP
AWS
Jira
Docker
PyCharm
VS Code
LaTeX
Jupyter Notebook
Linux
Signal Processing
Speech Acoustics
Sensation and Perception Psychology
Psychophysics
Psychoacoustics
Machine Learning
Statistics
Research
HCI

Werdegang

Berufserfahrung von Dawid Niemiec

  • 1 Jahr und 10 Monate, Jan. 2022 - Okt. 2023

    Senior Speech Processing Engineer

    Voicesense

    * speech signal processing for predictive behavioral analysis * audio processing engine benchmarks * speaker diarization and denoising

  • 1 Jahr und 3 Monate, Okt. 2020 - Dez. 2021

    Signal Processing Developer

    Haptology

    * digital haptic signal processing * created from scratch a cognitive framework for haptic illusion design * gesture recognition * user tests

  • 6 Jahre, Okt. 2015 - Sep. 2021

    Research and Teaching Assistant

    Adam Mickiewicz University

    conducted classes at the Faculty of Physics and the Faculty of Psychology and Cognitive Studies

  • 1 Jahr und 7 Monate, Mai 2017 - Nov. 2018

    Signal Processing Developer

    StethoMe

    * digital signal processing for the respiratory sound analysis * feature processing for machine learning pipelines * created a dummy signal generator for various dataset augmentations * noise reduction

  • 2 Jahre und 11 Monate, Nov. 2012 - Sep. 2015

    Forensic Specialist

    Central Forensic Laboratory of the Police

    * speech-to-text transcription * audio and video quality enhancement * trained in forensic audio authenticity analysis and forensic speaker verification

Sprachen

  • Englisch

    Fließend

  • Polnisch

    Muttersprache

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