Hi, I'm Volodymyr Lapkin, a passionate software developer with a strong focus on machine learning and backend development. I love designing and implementing intelligent systems that solve real-world problems, especially in areas like AI-based furniture layout prediction and video scene recognition. With experience working on diverse projects and a solid foundation in various programming languages and frameworks, I am always eager to learn and tackle new technical challenges. I enjoy collaborating with cross-functional teams to deliver high-quality software solutions and continuously improve processes to boost performance. Whether it's automating tasks or enhancing model accuracy, I am dedicated to writing clean, modular code that makes future integrations smooth and maintainable.

Volodymyr Lapkin

Hi, I'm Volodymyr Lapkin, a passionate software developer with a strong focus on machine learning and backend development. I love designing and implementing intelligent systems that solve real-world problems, especially in areas like AI-based furniture layout prediction and video scene recognition. With experience working on diverse projects and a solid foundation in various programming languages and frameworks, I am always eager to learn and tackle new technical challenges. I enjoy collaborating with cross-functional teams to deliver high-quality software solutions and continuously improve processes to boost performance. Whether it's automating tasks or enhancing model accuracy, I am dedicated to writing clean, modular code that makes future integrations smooth and maintainable.

Available to hire

Hi, I’m Volodymyr Lapkin, a passionate software developer with a strong focus on machine learning and backend development. I love designing and implementing intelligent systems that solve real-world problems, especially in areas like AI-based furniture layout prediction and video scene recognition. With experience working on diverse projects and a solid foundation in various programming languages and frameworks, I am always eager to learn and tackle new technical challenges.

I enjoy collaborating with cross-functional teams to deliver high-quality software solutions and continuously improve processes to boost performance. Whether it’s automating tasks or enhancing model accuracy, I am dedicated to writing clean, modular code that makes future integrations smooth and maintainable.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
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Language

Ukrainian
Fluent
Polish
Fluent
English
Advanced

Work Experience

Software Developer at Vistager Company
January 31, 2025 - July 22, 2025
Designed and trained ML models for furniture layout prediction using PyTorch, Python, and OpenCV, improving accuracy by 21.7%, reducing layout time by 42%, and maintaining stable performance across 50+ room configurations. Enhanced image quality using Stable Diffusion and ComfyUI, improving upscaling, segmentation, and post-processing by 24.3%, while minimizing visual artifacts. Automated furniture placement in Blender via Python API, resolving texture baking issues and improving rendering consistency by 81.6%. Integrated PyMeshLab API for 3D mesh reconstruction, boosting mesh quality, reducing geometry noise, and improving rendering performance by 29.8%. Trained a PyTorch model to predict optimal furniture placement in a grid layout, enhancing spatial accuracy by 14.6% in complex room setups. Implemented depth estimation models and AI-based layout strategies, cutting prediction error by 17.3% and improving automatic room generation for internal QA tools. Optimized processing pipelines

Education

Bachelor Degree at Polish Japanese Academy of IT
October 1, 2022 - January 31, 2026

Qualifications

Add your qualifications or awards here.

Industry Experience

Software & Internet, Media & Entertainment, Professional Services, Manufacturing, Real Estate & Construction

Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
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