Danila Lapko
Visiting Lecturer at National Research University — Higher School of Economics
Russia
Summary
👤
Senior🎓
Top SchoolDanila Lapko is a machine learning researcher and engineer with 10 years of experience specializing in computer vision, NLP, and generative models, applied across healthcare, document understanding, and traffic analytics. He combines academic teaching—designing and delivering advanced deep learning courses and automated grading platforms for Master's programs—with hands-on product development, deploying end-to-end solutions on edge and cloud. As Lead Data Scientist at a dental-tech startup he built segmentation and synthetic-data pipelines (point clouds, diffusion models, LLMs) to accelerate clinical workflows, and previously delivered document and video analysis systems for enterprise clients. Comfortable moving between research and production, he also mentors students through thesis supervision and competitive homework platforms, reflecting his knack for turning complex ML concepts into practical, reproducible systems.
10 years of coding experience
4 years of employment as a software developer
Master's degree Computer Software Engineering, Master's degree Computer Software Engineering at ITMO UniversityBachelor of Engineering - BE Automatic control systems, Bachelor of Engineering - BE Automatic control systems at Peter the Great St.Petersburg Polytechnic UniversityHigh School Diploma Mathematics, High School Diploma Mathematics at Saint Petersburg Lyceum 239
Russian, English
Github Skills (57)
computer-vision8
object-detection8
data-format8
las8
yolov47
darknet7
deep-learning7
geology7
geophysics6
tensorflow6
log-ascii-standard6
ascii6
twitch6
windows6
yolov56
Programming languages (5)
Github contributions (5)
danlapko/stanford_campus_segmentation
Apr 2021 - Apr 2021
This repository contains code for semantic segmentation of objects at https://cvgl.stanford.edu/projects/uav_data/
Contributions:40 commits, 4 PRs, 23 pushes in 12 days
pytorchsegmentationstanfordsemantic-segmentationdeep-learning
danlapko/SlidesVideoSynch
May 2018 - Oct 2018
Contributions:15 commits, 13 pushes, 1 branch in 5 months
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