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Mikhail Bugryshev

@vdv09Connected with DSML. This person's Telegram account has been confirmed through DSML Kazakhstan.

Applied/Research ML Engineer

I’m an Applied Math and Computer Science student at HSE and an ML Engineer with production experience in multimodal embeddings, retrieval, and large-scale data pipelines.

Open to

Research collaborationPaper discussionsStartup collaborationLearning with othersJoining competitions & hackathons

About

I worked on quality evaluation, candidate generation and studied a lot in CV area. I’m also currently working on an ongoing research project related to GANs I’m especially interested in Research, CV, NLP, Video generation, Quant and many other themes.

Career

Experience: 1 years

Experience

ML Engineer (converted from internship)

T-Bank

Russian commercial bank and financial services company.

Dec 2025 — Present

Built and productionized ML systems for tagging and catalog matching; the tagging pipeline achieved 0.95 recall and 0.98 accuracy and was projected to save about $15,000 in LLM API spend.

• Owned an end-to-end venue tagging pipeline from taxonomy design to deployment: defined high-level and low-level user-facing tags, trained review-based models to predict them, reached 0.95 recall and 0.98 accuracy, and saved about $15,000 in projected LLM API spend.

Education

B.Sc., Applied Mathematics and Computer Science

National Research University Higher School of Economics

2024

Selected projects

Face reenactment research

Improved a StyleMask-based pipeline by about 45% using a transformer-based approach.

DiT-Flow

Independent project on Diffusion Transformers and Flow Matching, including paper review, baseline implementations, and comparative experiment design.

Achievements

Winner, All-Russian Olympiad in Informatics

All-Russian Olympiad in Informatics (ROI) · 2024

Prize-winner, All-Russian Olympiad in Informatics

All-Russian Olympiad in Informatics (ROI) · 2022

Prize-winner, All-Russian Olympiad in Informatics

All-Russian Olympiad in Informatics (ROI) · 2023

Prize-winner, All-Russian Olympiad in Economics

All-Russian Olympiad in Economics · 2022

Prize-winner, All-Russian Olympiad in Economics

All-Russian Olympiad in Economics · 2023

Gold medalist, All-Russian Team Programming Olympiad

All-Russian Team Programming Olympiad · 2023

Bronze medalist, All-Russian Team Programming Olympiad

All-Russian Team Programming Olympiad · 2022

Skills

PythonC++SQLPyTorchTransformersBERTNERRetrieval systemsLLM evaluationDVCS3GitLinuxLarge-scale GPU inferenceResearch paper reading and implementation