Valerii Garnaga
Lead @ ML Platform | PhD, Data Scientist, Machine Learning & Soft Computing Engineer
- Role
- Staff Ml Software Engineer Lead Ml Platform at Suki
- Location
- San Jose, CA, US
- LinkedIn followers
- 500 followers
About Valerii Garnaga
20+ years of experience in STEM field and AI software development including production ML pipelines (development, deployment, inference and monitoring) at scale. Deep understanding of and experience with machine learning techniques (classifiers, recommenders, statistical models) and NLP techniques (text classification, named-entity recognition, summarization). Highly-experienced 0-to-1 achiever and problems-solver, quick self-learner, can-do attitude, strong scientific and programming skills. Tools and libraries: Keras, TensorFlow, PyTorch, OpenCV, CUDA, OpenCL, NLTK, Stanford NLP, Stanza, spaCy, Amazon Lex, Google Dialog Flow, RASA, ffmpeg, JAX, CLA, TPU. Programming languages: Python, C++, Java. Databases: PostgreSQL, Redis, DynamoDB, MongoDB, Teradata, MS-SQL.
Experience
Staff Ml Software Engineer Lead Ml Platform
Nov 2021 — Present · Redwood City, CA, US
Python, C++, Java, TensorFlow, PyTorch Lightning, Automatic Speech Recognition, Natural Language Processing, CUDA, GCP, Facebook Flashlight, OpenAI Ray, OpenAI Whisper, Microsoft Deepspeed, Nvidia TensorRT, RAG, Google Vertex AI, Google TPU, Google Gemini, JAX, CLA, TPU
Education
Open Innovation University
Certificate #15MT647227, Business, Economics
2009 — 2010
Leadership Studies, Inc. USA
Diploma, Training on "Case Management"
2006 — 2006
LUT University
International Master Program Curriculum along Bologna and its implementation and edu practices
2014 — 2014
Kuban State University (KubSU)
Doctor of Philosophy (PhD), Mathematical modeling, Deep learning, Statistics, Distributed calculations
2000 — 2004
Personality L.
Diploma, Training on "Technique of speech and presentation skills"
2008 — 2008
Kaplan International English
Higher Intermediate, English Language
2015 — 2015
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