Modestas Filipavicius Email and Phone Number
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My current research interests are in conversational AI, building dialogue systems, ML Engineering and MLOps.
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Senior Machine Learning EngineerPeriscoopSwitzerland
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Research EngineerTelepathy Labs Feb 2021 - PresentZurich, Switzerland- development of Stella Automotive AI -- the leading conversational intelligent virtual assistant serving automotive industry- contributed to building a handful of micro-services (in Python) that constitute the Dialog Manager (DM)component of task-oriented dialog system: transitions policy, custom business logic actions, tracker (Redis), mock backend, NLG, and NLU post-processing pipeline- implement messaging interfaces between the backend and conversational stack- write unit tests for individual services’ core functions, integration tests for the whole DialogManager micro-services stack, and functional tests with mock text and voice dialogs- contributed to 3 research projects in dialog systems, accepted at ACL and KDD conferences- contributed to development to our own implementation of DataFlow, a Lisp-like dialog flow tool,using s-expressions, originally implemented by Microsoft Semantic Machines -
Master Thesis In Protein Language ModelingIbm Feb 2020 - Nov 2020Zürich Area, Switzerland* In semi-supervised setting, built NLP language models (embeddings) for protein sequences, and use them in downstream protein function prediction tasks.* open sourced at: https://github.com/PaccMann/paccmann_proteomics (source code)https://ibm.ent.box.com/v/paccmann-proteomics-data/folder/125690376080 (pre-trained models and data) -
Researcher In Natural Language UnderstandingNovartis Institutes For Biomedical Research (Nibr) Sep 2019 - Feb 2020Basel Area, Switzerland* Implemented a multimodal learning model to automatically generate text reports from biomedical images (chest X-rays)* Adapted established NLP and computer vision models to biomedical domain* Wrote a technical report and presented the findings to other Data Science Analytics team -
Programming Research Assistant At D-GessEth Zurich Feb 2019 - Sep 2019Zürich Area, Switzerland• Developed Django web apps for Behavioral Economics research experiments • Collaborated with other developers via version control and pull requests• Deployed Django apps to department’s web servers and AWS• Participated in meetings with Economics researchers to adjust project design -
Bioinformatician At Antibody Discovery StartupEth Zürich And Specifica Inc. Oct 2016 - Oct 2017Basel Area, SwitzerlandI was part of an antibody discovery effort in a collaborative project between ETH Zürich and an American biotech startup. My primary responsibilities were antibody variable gene repertoire sequencing and bioinformatics.- Established Illumina high throughput sequencing protocol for disease biomarker peptides, selected by yeast/phage display- Implemented genomic data pre-processing workflows in R and Unix shell- Identified potential antibody drug candidates with gene annotation and clonotyping algorithms- Contributed to the development of the new phage display antibody discovery platform by sequencing different display library designs- Prepared scientific reports detailing project progress to the CSO
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Research Assistant In Protein BiophysicsUniversity Of Washington Jun 2015 - Jun 2016Greater Seattle AreaBiophysical studies of HIV Envelope glycoprotein as a vaccine immunogen:- Tested potential HIV-1 envelope-stabilizing mutations by RosettaDesign and MD protein structuresimulations- Contributed to the development of a new antibody-independent HIV Env purification method- Purified multiple HIV-1 isolates and characterized their biophysical stability with dynamic light scattering (DLS), protein conformational dynamics with Hydrogen-Deuterium Exchange Mass Spectroscopy (HDX LC-MS) and Small-angle X-ray Scattering (SAXS)- Screened antibody binding kinetics and affinities by Biolayer interferometry (BLI) -
Research Assistant At Chronic Pain, Neuroplasticity LabMacalester College Jun 2013 - May 2015Greater Minneapolis-St. Paul AreaInvestigated temporal changes in spinal PSA-NCAM and BDNF levels in a mouse model of inflammatory pain and neuroplasticity:- Designed animal and biochemical experiments- Handled mice, extracted neural tissues and purified protein of interest- Applied Tukeys HSD and ANOVA significance tests to compare the inflammatory pain andneuroinflammatory protein upregulation levels ( via Western Blot) after treatment- Trained the incoming Summer research interns in neuroscience laboratory techniques -
Chemistry Supplemental Instruction LeaderMacalester College Jan 2014 - May 2014Greater Minneapolis-St. Paul Area- Prepared weekly study sessions for General Chemistry I/II students. Together we discussed sample problems, quizzes and exam taking strategies- Assisted students individually with their homework problems and exam preparation
Modestas Filipavicius Skills
Modestas Filipavicius Education Details
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5.5
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Computer Science -
Biophysics
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Chemistry And Biology
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Red Cross Nordic UwcInternational Baccalaureate -
Didzdvario GimnazijaInternational Baccalaureate
Frequently Asked Questions about Modestas Filipavicius
What company does Modestas Filipavicius work for?
Modestas Filipavicius works for Periscoop
What is Modestas Filipavicius's role at the current company?
Modestas Filipavicius's current role is Senior Machine Learning Engineer.
What is Modestas Filipavicius's email address?
Modestas Filipavicius's email address is mf****@****ter.edu
What is Modestas Filipavicius's direct phone number?
Modestas Filipavicius's direct phone number is +165134*****
What schools did Modestas Filipavicius attend?
Modestas Filipavicius attended Eth Zurich, Georgia Institute Of Technology, University Of Washington, Macalester College, Red Cross Nordic Uwc, Didzdvario Gimnazija.
What are some of Modestas Filipavicius's interests?
Modestas Filipavicius has interest in Education.
What skills is Modestas Filipavicius known for?
Modestas Filipavicius has skills like Biophysics, Protein Purification, Python, High Performance Liquid Chromatography, Structural Bioinformatics, Linux, Powerpoint, R, Research, Java, Microsoft Office, Unix Administration.
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