Raushan Turganbay

AI Researcher

Paris, Île-de-France, France6 yrs experience

Most Likely To SwitchAI Enabled

Key Highlights

Expert in NLP and multimodal AI solutions.
Hands-on experience with transformers architecture.
Passionate about advancing AI boundaries.

Stackforce AI infers this person is a Machine Learning Engineer specializing in AI and NLP technologies.

Contact

raushan.turganbay@alumni.nu.edu.kz LinkedIn

Skills

Core Skills

Machine LearningArtificial Intelligence (ai)Natural Language Processing (nlp)Intercultural Communication

Other Skills

API DevelopmentBashCommunicationComputer VisionData AnalysisData CollectionDeep LearningDockerEngineeringGitInformation RetrievalLanguage ModelingLinguisticsMicrosoft ExcelMicrosoft Office

About

As a Machine Learning Engineer with expertise in NLP and multimodal AI, I focus on building innovative solutions that merge language and vision technologies. My hands-on experience at Hugging Face and a Master’s degree in NLP have shaped my skills in deep learning and specifically with the latest techniques used in transformers architecture. I’ve worked on implementing several multimodal models in `transformers` library and enabling features present in language-only models. I’m passionate about pushing AI boundaries and eager to collaborate on projects around MLLMs and GenAI.

Experience

6 yrs

Total Experience

1 yr 6 mos

Average Tenure

2 yrs 4 mos

Current Experience

Hugging face

2 roles

Machine Learning Engineer

Jun 2024 – Present · 2 yrs · Remote

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

TransformersDeep LearningMachine LearningArtificial Intelligence (AI)

Machine Learning Engineer Intern

Feb 2024 – Jun 2024 · 4 mos · Remote

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

TransformersComputer VisionOpen-Source DevelopmentEngineeringMachine LearningArtificial Intelligence (AI)

Deeppavlov.ai

Researcher

Sep 2022 – Jan 2024 · 1 yr 4 mos

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

Machine LearningDeep LearningNatural Language Processing (NLP)Information RetrievalArtificial Intelligence (AI)Question Answering