Jilt Sebastian
Machine Learning Engineer @Dropbox
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WORK HISTORY
Machine Learning Engineer @Dropbox
Berlin, DE
EDUCATION
Indian Institute of Technology, Madras
Masters and Ph.D , Computer Science
Amal Jyothi college of Engineering
Bachelor of Technology (B.Tech.), Electrical, Electronics and Communications Engineering
St.Georges H.S.S Kattappana
S.S.L.C and H.S.E, Basic science, Mathematics
SKILLS
ABOUT JILT SEBASTIAN
Experienced research engineer with a demonstrated history of working in Multi modal AI, audio processing, machine learning, and data science projects to develop SOTA solutions. Avid practitioner of data-centric AI and fairness & optimization of models.Ph.D. and Masters in Audio Processing and Machine Learning from Indian Institute of Technology, Madras with publications in TSP, PLOS Comp Bio, ICASSP, Interspeech and ISMIR. Extensive collaborative research experience as a predoctoral fellow at Idiap (20••••18), an invited research scholar at USC and MIT (2017). Expertise and Interested areas- Automatic Speech Recognition and Natural Language Processing- LLMs and multimodal systems- Multimodal Emotion recognition and sentiment analysis- Source separation of multi-speaker speech, singing voice, musical instruments- Speaker Recognition/Verification, Speaker Diarization, and Text to Speech Synthesis systems- Behavioural and pathological signal processing, EEG-based analysis of speech/speaker characteristics- Music Information retrieval systems (rhythmic and melodic components: detection, classification, and separation)- Computational neuroscience tasks such as spike estimation from neuronal signals, analysis of brain signals (EEG for humans/ Photon imaging for mice).
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