Ashis Pati

Lead ML Engineer

Portland, Oregon, United States14 yrs experience

Most Likely To SwitchHighly Stable

Key Highlights

Expert in deep learning for music technology.
Developed innovative models for music performance assessment.
Led projects in audio processing and mobile development.

Stackforce AI infers this person is a Music Technology and Audio Processing expert with a strong background in deep learning.

Contact

ashis.pati.89@gmail.com LinkedIn

Skills

Core Skills

Deep LearningMusic Information RetrievalNeural NetworksMusic InpaintingMobile DevelopmentAudio ProcessingMachine Learning

Other Skills

Audio AnalysisCC++CompositionData AnalysisDigital Signal ProcessingElectrical EngineeringHearing Test AlgorithmsJavaMachine Hearing AlgorithmsMatlabMusic ProductionNoise CharacterizationProgrammingProject Management

About

My research interests are focused on the intersection of Artificial Intelligence and Music Information Retrieval, specifically using deep learning techniques for developing models capable of understanding and generating music.

Experience

Apple

3 roles

Senior Machine Learning Engineer

Promoted

Oct 2023 – Present · 2 yrs 5 mos · Portland, Oregon, United States

Machine Learning Engineer

Feb 2021 – Sep 2023 · 2 yrs 7 mos · Portland, Oregon, United States

Ph.D. Intern, Advanced Computations Group

Jun 2019 – Dec 2019 · 6 mos · Portland, Oregon Area

Designed and developed deep neural networks for vocal detection in polyphonic music.

Deep LearningVocal DetectionNeural Networks

Sony computer science laboratories paris

Research Intern

Jun 2018 – Aug 2018 · 2 mos · Paris Area, France

Designed and developed deep learning models for music inpainting on symbolic music data.

Deep LearningMusic InpaintingSymbolic Music Data

Doppler labs

2 roles

Audio Intern, Product Development

May 2017 – Aug 2017 · 3 mos · San Jose

Worked in design and prototyping of a self-administered hearing test on a mobile device. Implemented hearing test tone synthesis and fitting algorithms. Implemented noise dosimetry and environmental noise characterization algorithms

Mobile DevelopmentHearing Test AlgorithmsNoise CharacterizationAudio Processing

Audio DSP Research Intern

Jun 2016 – Aug 2016 · 2 mos · San Francisco Bay Area

Developed an automated application using advanced machine hearing algorithms for automatic analysis of field audio recordings. Helped relieve a human staff from the tedious work of manual-marking of hundreds of thousands of recordings.

Machine Hearing AlgorithmsAudio AnalysisAudio ProcessingMachine Learning

Georgia institute of technology

Graduate Research Assistant

Jan 2016 – Dec 2020 · 4 yrs 11 mos · Greater Atlanta Area

Designed and developed deep learning models for automatic assessment of student music performances. Developed software for vocal ensemble education by providing real-time performance feedback.

Deep LearningMusic Information RetrievalSoftware Development

Itc limited, paperboards and specialty papers division

Assistant Manager, Projects

Jun 2011 – Jun 2015 · 4 yrs · Hyderabad

Handled projects related to energy and sustainability.
Completed concept to commissioning of a 46MW Wind Power Project located in Anantapur district of Andhra Pradesh