Maciej Pykosz
Data Scientist at Aigorithmics- Claim this Profile
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angielski Limited working proficiency
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polski Native or bilingual proficiency
Topline Score
Bio
Credentials
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Deep Learning for Intelligent Video Analytics
NVIDIA DLIJul, 2021- Sep, 2024 -
Fundamentals of Deep Learning
NVIDIA DLIMar, 2021- Sep, 2024
Experience
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Aigorithmics
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Poland
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IT Services and IT Consulting
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1 - 100 Employee
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Data Scientist
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Oct 2022 - Present
As a Data Scientist at Aigorithmics, I am responsible for creating solutions based on Deep Learning, especially in the field of Computer Vision. Currently, my main responsibilities include the development and management of the AI side of the horse foaling forecasting system (Equinity Vision). I work on object detection, motion detection, anomaly detection, time series analysis, image and video analysis.Key achievements: • I created models for detecting horses, people and other objects in images • I implemented a model for detecting anomalies in horse behavior • I created models to change the color of the car in the picture • I optimized models using OpenVINO tool • I prepared and conducted a webinar on bayesian optimization Show less
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Junior Data Scientist
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Sep 2020 - Sep 2022
As a member of the analyst team, I was responsible for creating machine learning and deep learning models. I was preparing data for analysis, processing data to train, and visualizing the results. I had direct contact with the client and provided support.Key achievements: • I created models to classify microscopic photos of metallic foil from cigarette packs to detect fraud • I created instance segmentation models to detect grains in images of metal microstructures • I prepared many reports for clients and investors • I converted models between commonly used formats: Tensorflow, PyTorch, ONNX, OpenVINO, Darknet Yolo • I have completed two deep learning courses from NVIDIA Show less
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Data Scientist - Trainee
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Jul 2020 - Aug 2020
As a Trainee Data Scientist I focused on expanding my knowledge in Artificial Intelligence and improving Python programming skills. I also assisted a co-worker in creating the models.Key achievements: • I learned libraries and tools for data analysis, visualization and modeling • I read two books on Machine Learning and Deep Learning
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infoShare Academy
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Poland
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Professional Training and Coaching
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1 - 100 Employee
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Data Science Trainer
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Dec 2022 - Jul 2023
My responsibilities in this position were as follows: • Conducting classes on projects • Being a Team Leader in student groups • Performing job interviews (soft and technical skills) • Participation in some Scrum events • Conducting tests and homework My responsibilities in this position were as follows: • Conducting classes on projects • Being a Team Leader in student groups • Performing job interviews (soft and technical skills) • Participation in some Scrum events • Conducting tests and homework
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Education
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2021 - 2022
AGH University of Science and Technology
Master of Science - MS, Technical Computer Science -
2017 - 2021
AGH University of Science and Technology
Bachelor of Science - BS, Applied Computer Science
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