Experience
CancerCenter
Job title: Data Scientist / ML Engineer
Duration: 2023 Jul-Nov
Location: Wroclaw
Main language: Python
- Building architecture to work on Deep Zoom Image files
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Learning a NN model for a fast tissue detection on large images
- Data augmentation
- Trying various types of pretrained model architectures for fine tuning
- Experimenting with different loss functions
- Creating an algorithm for efficient covering tissue masks with rotated rectangles
- Using Cython for optimizing low level searches over tissue masks
Meta
Job title: Intern in Data Inference Team
Duration: Summer of 2022
Location: London
Main language: Hack
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Multiversing data fetching and displaying of:
- Oculus
- Creating tests of the provided code by fetching the specific data using SQL scripts
Huawei
Job title: System Researcher
Duration: 2021 - 2022
Location: Warsaw (remote)
Main language: Python
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I built a benchmark tool for network protocols designers
- Visualization feature to see the bottlenecks of the protocol
- Using Simpy to simulate the flow of the network packets
- Possibility of comparing the results with couple of standard solutions
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Created new evolutionary approaches for automating the process of
obtaining OSPF topology partitions
- Testing various score functions of the partitionings
- Using different genetic methods for continuous improvements of the result
- Visualizing the partitioning into areas
