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Mikołaj

Machine Learning Engineer at Unity Group

Available in 2 weeks

About

A highly skilled and committed individual with expertise in Python programming. Strong understanding of computer vision concepts and techniques, including image processing, object detection, and segmentation, and experience with deep learning frameworks like PyTorch. Excellent analytical and problem-solving skills. Commitment to developing and implementing machine learning solutions, conducting research to stay up-to-date. Read more

TALENT DETAILS

€75-80 /h

Senior

English, Polish

GMT+02:00

FOCUS AREA

Professional experience

Under MNDA

Machine Learning Engineer

Machine Learning Engineer

Designing, building and optimizing end-to-end ML pipelines for image classification, object detection, image segmentation, image generation and optical character recognition • Developing deep learning models for computer vision tasks using PyTorch and Hugging Face transformers and diffusers • Working with Stable Diffusion models for various image generation cases in advertisement projects (inpainting, depth models, interpolation, image-to­ image generation) • Finetuning LLMs and developing of a specialized LLM-based module which resulted in improved performance and application-specific enhancements • Benchmarking and optimizing generative vision models • Implementing computer vision algorithms and techniques using OpenCV. • Training, evaluation and deployment of ML models • Dealing with zero-shot image classification and object detection • Developing REST APls for ML models with FastAPI and Flask

Machine Learning Engineer

Under MNDA

Machine learning solutions

Machine Learning Engineer

Conducting research to stay up-to-date with the latest developments in computer vision, GenAI and machine learning • Working with newest state-of-the-art machine learning models (like Stable Diffusion, CLIP, Whisper), as well as the popular, well-established architectures (ResNets, EfficientNet, YOLO, U-Net), • Collaborating with cross-functional teams to develop and implement machine learning solutions

Machine  learning solutions

Top Skills and Experience

Verified by Pangea.ai due diligence

5

Skills

Top Skills

Current Usage

Seniority

Python

20%

5 years

PyTorch

20%

5 years

MySQL

20%

5 years

AI & ML Solutions

20%

5 years

E-Commerce

20%

4 years

Slide 1 of 5

Python

Current usage

20%

Seniority

5 years

PyTorch

Current usage

20%

Seniority

5 years

MySQL

Current usage

20%

Seniority

5 years

AI & ML Solutions

Current usage

20%

Seniority

5 years

E-Commerce

Current usage

20%

Seniority

4 years

Python

Current usage

20%

Seniority

5 years

PyTorch

Current usage

20%

Seniority

5 years

MySQL

Current usage

20%

Seniority

5 years

AI & ML Solutions

Current usage

20%

Seniority

5 years

E-Commerce

Current usage

20%

Seniority

4 years

Python

Current usage

20%

Seniority

5 years

PyTorch

Current usage

20%

Seniority

5 years

MySQL

Current usage

20%

Seniority

5 years

AI & ML Solutions

Current usage

20%

Seniority

5 years

E-Commerce

Current usage

20%

Seniority

4 years

Apps & Tools Preferences

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Confluence

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Figma

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Git

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Github

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Gitlab

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Google Drive

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Google Meet

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Jira

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Confluence

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Figma

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Git

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Github

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Gitlab

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Google Drive

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Google Meet

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Jira

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Confluence

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Figma

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Git

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Github

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Gitlab

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Google Drive

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Google Meet

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Jira

Slide 1 of 2
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Confluence

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Figma

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Git

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Github

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Gitlab

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Google Drive

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Google Meet

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Jira

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Confluence

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Figma

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Git

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Github

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Gitlab

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Google Drive

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Google Meet

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Jira

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Confluence

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Figma

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Git

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Github

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Gitlab

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Google Drive

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Google Meet

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Jira

Slide 1 of 4
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Confluence

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Figma

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Git

avatar

Github

avatar

Gitlab

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Google Drive

avatar

Google Meet

avatar

Jira

avatar

Confluence

avatar

Figma

avatar

Git

avatar

Github

avatar

Gitlab

avatar

Google Drive

avatar

Google Meet

avatar

Jira

avatar

Confluence

avatar

Figma

avatar

Git

avatar

Github

avatar

Gitlab

avatar

Google Drive

avatar

Google Meet

avatar

Jira

Employment

Machine Learning Engineer

Machine Learning Engineer

Company


2022 - pressent

Designing, building and optimizing end-to-end ML pipelines for image classification, object detection, image segmentation, image generation and optical character recognition

Testimonials

Two blue lines

“He stays up-to-date with the latest advancements in machine learning and consistently delivers high-quality solutions. “ Read more

Rami

VERIFIED

Two blue lines

“He stays up-to-date with the latest advancements in machine learning and consistently delivers high-quality solutions. “ Read more

Rami

VERIFIED

Two blue lines

“He stays up-to-date with the latest advancements in machine learning and consistently delivers high-quality solutions. “ Read more

Rami

VERIFIED

Two blue lines

“He stays up-to-date with the latest advancements in machine learning and consistently delivers high-quality solutions. “ Read more

Rami

VERIFIED

Two blue lines

“He stays up-to-date with the latest advancements in machine learning and consistently delivers high-quality solutions. “ Read more

Rami

VERIFIED

Two blue lines

“He stays up-to-date with the latest advancements in machine learning and consistently delivers high-quality solutions. “ Read more

Rami

VERIFIED