Raushan Turganbay

Machine Learning Engineer | Multimodality & Generation

Salary / Daily rate

Paris, France

Freelance, open to permanent contract

Remote only

Skills

LLMs / Large language modelsDeep LearningPythonPyTorchMachine LearningAI

Languages

Russian (Native)English (Fluent)Spanish (Fluent)German

About me

Intro

ML Engineer at Hugging Face with 3+ years specializing in multimodal AI and large language models. Shipped production LVLMs like Chameleon and LLaVa-Onevision, optimized memory usage through KV cache quantization. Expert in PyTorch, Transformers, and generative AI - ready to accelerate your AI projects with cutting-edge solutions.

Links

Work experience

Hugging Face

Feb 2024 - Present

2 years 9 months

Machine Learning Engineer

Jun 2024 - Present

2 years 5 months

- Worked on shipping LVLMs such as Chameleon, LLaVa-Onevision, Mllama etc. - General maintaining of `transformers` library and API standardization for LVLMs - Plan to optimize the performance of video LLMs

Machine Learning Engineer Intern

Feb 2024 - Jul 2024

6 months

Ballymacrown, Spain, Co. Cork, Ireland

- Shipped a few multimodal generative models, including Video-LLaVa and LLaVa-NeXT-Video. - Implemented KV cache quantization for optimizing memory usage in large-language models. - Integrated watermarking technique that works by adding a bias to certain tokens with a private hash key - Enhanced model performance and efficiency by enabling `torch.compile` compatibility for a set of LLMs

Researcher

DeepPavlov.ai

Sep 2022 - Jan 2024

1 year 5 months

- Led research in knowledge bases, information retrieval, and question-answering systems. - Built DL models that improved the accuracy of semantic search and extractive question-answering for Russian language. - Optimized search speed for top-k document retrieval in terms of memory and latency

Data Scientist NLP

Kaspi.kz

Jun 2022 - Aug 2022

3 months

Almaty, Kazakhstan

- Worked on text classification to automate call center operations - End-to-end deployment process of machine learning model in production

Neuro.net

Feb 2021 - Jul 2022

1 year 6 months

Almaty, Kazakhstan

Technical Lead

Mar 2022 - Jul 2022

5 months

Almaty, Kazakhstan

Conversational AI Linguist

Feb 2021 - Jul 2022

1 year 6 months

Almaty, Kazakhstan

- Worked on rule-based intent classification. - Performed user testing to ensure optimal performance of the conversational AI

Nazarbayev University

Jun 2018 - Aug 2019

1 year 3 months

Astana, Kazakhstan

Assistant Language Tutor (SSRES)

Jun 2019 - Aug 2019

3 months

Astana, Kazakhstan

Facilitated interactive language learning experience and promoted cultural understanding among students in a summer school program.

Undergraduate Research Assistant

Jun 2018 - Jul 2019

1 year 2 months

Astana, Kazakhstan

Research topics: acoustic cues of stress, multilingualism, linguistic rhythm


Education

Universität des Saarlandes

Master of Science - MS

2024 - 2025

1 year 2 months

EHU

Master's degree

2023 - 2024

1 year

Nazarbayev University

Bachelor of Arts - BA

2017 - 2021

3 years 6 months

Universidad Autónoma de Madrid

Erasmus+ exchange

2019 - 2020

2 years

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