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Magdalena Kamińska

@magdalenakamiska

AI Algorithm Engineer at Intel who trained and deployed keyword-spotting and sound-classification models, with 8 models in production.

Australia

Message

What I'm looking for

I’m keen to bring my hands-on listening and audio work to TELUS speech and voice AI projects.

At Intel Corporation, I trained, evaluated and deployed keyword-spotting and sound-classification models, with 8 models in production. I also cleaned and validated audio datasets and assessed model performance using statistical metrics.

At Amazon, I managed multilingual voice recording and quality control for speech datasets used in Alexa and AWS Polly voices. I built Python automation for audio processing steps, cutting manual processing time by over 50%.

I’m now based in Newcastle, NSW, and keen to bring my hands-on listening and audio work to TELUS speech and voice AI projects. I’ve worked with speech data, audio quality control and model training, and I’m a native Polish speaker with fluent English (C2).

Experience

Work history, roles, and key accomplishments

AI Algorithm Engineer

Intel Corporation

Sep 2021 - Dec 2024 (3 years 3 months)

Trained, evaluated, and deployed keyword-spotting and sound-classification models, with 8 models in production. Cleaned and validated audio datasets and measured model performance with statistical metrics.

Python PyTorch TensorFlow Keras CNN Transformers Audio data quality review Model Evaluation Scrum

Text-to-Speech Audio Engineer

Amazon

Mar 2014 - Sep 2021 (7 years 6 months)

Managed multilingual voice recording and quality control of speech datasets for Alexa and AWS Polly. Built Python automation for audio processing, cutting manual processing time by over 50%.

Python Audio Processing Speech Data Quality Control Scrum Vendor Management

Education

Degrees, certifications, and relevant coursework

Infoshare Academy

Junior Data Scientist Bootcamp, Data Science

2018 - 2019

Completed a 320-hour Junior Data Scientist Bootcamp covering Python, SQL, Tableau, statistics, visualization, and machine learning.

Wroclaw University of Technology

Master of Electronics, Electronics

2012 - 2015

Master of Electronics degree from Wroclaw University of Technology from 2012 to 2015.

Wroclaw University of Technology

Bachelor of Electronics, Electronics

2008 - 2012

Bachelor of Electronics (Sound Engineering) degree from Wroclaw University of Technology from 2008 to 2012, including recording and mixing musical groups and live audio events.