Bulat Nutfullin

Experience

Senior Machine Learning Engineer

Due to confidentiality agreements, I am unable to disclose the name of my current employer.
Working on cutting-edge machine learning projects in a senior role.

Senior Machine Learning Engineer (Full-time Remote)

Recommendation system: Created a REST API for the offline movie recommendation system. Made data preparation, data storage handling (ClickHouse).
Recommendation system: Created a REST API for the movie online recommendation system with low latency requirements.
Video Summarization: Implemented algorithm highlight the most interesting parts of the video using computer vision.
FaceSwap for changing actors in the movie (Python, Deepfake)
Personalized poster generation (Python, Segmentation tools, StableDiffusion)

Contributor

Statistics calculation: Verification of hypotheses about the distribution of tree species and numerical calculation of their compatibility metrics.

Machine Learning Engineer (Part-time)

Recognition of mistletoe by shape in 3D point clouds and color patterns.
Analysis of satellite images. Recognition and distinguishing patches of conifer and broadleaf forests. By using classical statistical approach.
Matched two types of forest maps: field measurement maps and lidar scanned maps. Analysis and collation geometric patterns.
Made classification of individual trees by 3D point clouds.

Data Science Junior

Analysis of sales data, identification of sales patterns, comparison of implementations of machine learning algorithms (open source and proprietary).

Moscow State University

Moscow State University

Computational Mathematics and Cybernetics Faculty, Dep. of Open Information Technology
Thesis title: Research and development of automatic speaker diarization methods.

Bauman Moscow State University

Languages: Python, SQL, GoLang (educational projects)
Others: Pytorch, XGBoost, FastAPI, bash, git, Docker, AirFlow, PostgreSQL, SQLite, AWS