Piotr Skalski

CEO

Cracow, Małopolskie, Poland10 yrs 4 mos experience

Most Likely To SwitchAI ML Practitioner

Key Highlights

Created popular Computer Vision libraries with thousands of stars on GitHub.
Published widely-read articles on Machine Learning and Computer Vision.
Produced engaging video content for a leading AI YouTube channel.

Stackforce AI infers this person is a Computer Vision and Machine Learning specialist with a strong focus on SaaS and educational content.

Contact

Skills

Core Skills

Computer VisionDeep LearningArtificial Intelligence (ai)

Other Skills

AutoCADAutodesk Robot Structural AnalysisAzure DevOpsCommunity OutreachCreative Content CreationDatasetsDjangoDockerEdge ComputingGitHTML5JavaScriptMatlabMicrosoft AzureMySQL

About

📝 As a Medium blogger with over 4.5k followers, I write about Computer Vision and Machine Learning in general. My most popular post, "Let's code a Neural Network in plain NumPy," has been read by over 250k people! 🎉 Check it out here: https://skalskip.medium.com 🛠️ I'm the creator of makesense.ai, an open-source online labeling tool for small Computer Vision projects, boasting 2.5k stars on GitHub and 2500 unique daily users: https://github.com/SkalskiP/make-sense 🌟 🔥 Contributed to YOLOv5, one of the largest open-source Computer Vision repositories with nearly 35k stars on GitHub: https://github.com/ultralytics/yolov5 📺 Along with my work at Roboflow, I also contribute to the Roboflow YouTube channel. We create weekly content to share knowledge and insights about the latest computer vision models, their applications, and tutorials to help others learn and grow in the field. If you're interested in staying updated on computer vision advancements, feel free to check out the Roboflow YouTube channel: https://www.youtube.com/@Roboflow 🔗 Let's connect! Here's my GitHub: https://github.com/SkalskiP and Twitter: https://twitter.com/skalskip92

Experience

Roboflow

2 roles

Open Source Lead

Promoted

Sep 2024 – Present · 1 yr 6 mos · United States · Remote

Computer Vision Engineer, Growth

Nov 2022 – Sep 2024 · 1 yr 10 mos · United States · Remote

Created Supervision - A Swiss army knife for everything Computer Vision. The library has accumulated more than 4k stars on GitHub and has been used in over 500 public projects - https://github.com/roboflow/supervision.
Created Roboflow Notebooks - A set of more than 30 Computer Vision tutorials showing how to train and deploy dozens of classification, detection, and segmentation models. The repository has gathered over 3k stars on GitHub and is visited by thousands of users daily - https://github.com/roboflow/notebooks.
Produced dozens of video tutorials on Roboflow's YouTube channel, talking about models like SAM, YOLOv8, and DETR - https://www.youtube.com/@Roboflow.
Spoken at AI conferences representing Roboflow.

Computer VisionCreative Content CreationDeep LearningCommunity OutreachArtificial Intelligence (AI)Datasets

Ultralytics

Machine Learning Consultant

May 2021 – Nov 2021 · 6 mos · United States · Remote

Contributed to YOLOv5 - one of the largest open-source Computer Vision repositories, with
over 40k stars on GitHub - github.com/ultralytics/yolov5

PythonDeep LearningArtificial Intelligence (AI)Datasets

Unleash live

AI Engineer

Jan 2021 – Oct 2022 · 1 yr 9 mos · Australia · Remote

Designed, built, and deployed tailor-made Computer Vision solutions - including SOTA detectors and trackers - for a variety of industrial use cases
Built internal Computer Vision benchmarking library to measure a wide range of model parameters such as robustness, accuracy, recall, speed, and many others
Optimized Deep Learning models using technics such as sparsification, quantization, and pruning
Used NVIDIA Jetson Nano and Xavier to deploy Deep Learning models to the edge

PythonComputer VisionDeep LearningEdge ComputingArtificial Intelligence (AI)Datasets

Satim inc.

Machine Learning Consultant

Dec 2020 – Jul 2021 · 7 mos

- Developed processing pipeline to detect and classify large objects on SAR images

Byte motion ab

Machine Learning Consultant

Jun 2020 – Feb 2021 · 8 mos · Sweden · Remote

- Trained and deployed instance segmentation models and integrated them with IoT devices and robots

PythonComputer VisionDeep LearningArtificial Intelligence (AI)Datasets

Virtuslab

3 roles

Computer Vision Tech Lead

May 2020 – Feb 2021 · 9 mos

- Built and maintained distributed object detection system to prevent loss at self-service checkouts for one of the biggest retailers in the world

Edge ComputingArtificial Intelligence (AI)Datasets

Computer Vision Engineer

Jan 2020 – May 2020 · 4 mos

- Designed and built high-performance video processing and auto-labeling pipeline using Python, Docker, Azure as well as NVIDIA software and hardware

Edge ComputingArtificial Intelligence (AI)Datasets

Big Data Engineer

May 2019 – Jan 2020 · 8 mos

- Developed a Big Data analysis platform to manage product information for one of the biggest retailers in the world

Comarch

Machine Learning Engineer

Feb 2019 – May 2019 · 3 mos · Kraków Area, Poland

- Leveraged Machine Learning to analyze time-series data in the Telecommunications industry

Towards data science

Writer

Jun 2018 – Present · 7 yrs 9 mos

Published on topics related to Computer Vision and Machine Learning in general
Almost 4.5k followers
Roughly 20k monthly reading
One of my posts read by over 200k people – “Let’s code a Neural Network in plain NumPy” can be found here - goo.gl/bnTRHo

Artificial Intelligence (AI)

Printbox, software for photo products

Software Engineer

Jan 2018 – Feb 2019 · 1 yr 1 mo · Kraków Area, Poland

Created advanced interactive functionalities of online photo-books editor
Developed an intelligent algorithm for automated creation of photo products using Computer Vision and Machine Learning

Multimedia communication sp. z o.o.

Software Developer

Mar 2017 – Dec 2017 · 9 mos · Kraków, woj. małopolskie, Polska

Created backends supporting CMS and PIM platforms using PHP and MySQL
Created interactive web applications using ES6

Skanska

Site Civil Engineer

Oct 2015 – Feb 2017 · 1 yr 4 mos · Kraków, woj. małopolskie, Polska

Managed projects, including bid preparation and planning, together with controlling internal resources and sub-contractors
Was responsible for the ongoing progress of a project, including the coordination of the project with outside agencies