Experience

Mid-Senior Speech Scientist

Omilia Ltd.

June 2024 – Present

Working on ASR and Turn-Detection for full-duplex conversational agents.

Skills: Active Learning, LLM-training, Triton, Streaming ASR, AWS, Sagemaker

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Machine Learning Engineer

Quadible

March 2024 – November 2024

Developed and deployed a behavioural model for user verification.

Skills: Big Data, Delta Lake, Data Anonymization, On-device Model Deployment

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Machine Learning Engineer

Agroknow

March 2023 – April 2023

Developed a Named Entity Recognition (NER) pipeline for food-safety related documents.

Skills: Probabilistic Modelling, Fine-Tuning Transformers

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Research Assistant

Aalto University

January 2021 – September 2022

Developed and published a toolkit for applying curriculum learning strategies on end-to-end ASR training.

Skills: Research, Open-Source, Speechbrain

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Junior Machine Learning Engineer

Pobuca

March 2019 – August 2020

Developed a phone-call analysis pipeline that provided automatic feedback to call-center agents.

Skills: Low-resource ASR and Adaptation, Sentiment Analysis, Active Learning