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Jan W. AI, Data Science and Machine Learning Platforms

My name is Jan W. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: PyTorch, Deep Learning, Data Science, TensorFlow, Python, etc.. I hold a degree in High school degree. Some of the notable projects I've worked on include: Vehicle detection from video and storing coordinates in csv, Chess Pieces Detection System, Steel Defect Detection - 90% accuracy, Intel image classification, Twitter post fake detection, etc.. I am based in Bydgoszcz, Poland. I've successfully completed 7 projects while developing at Softaims.

I approach every technical challenge with a mindset geared toward engineering excellence and robust solution architecture. I thrive on translating complex business requirements into elegant, efficient, and maintainable outputs. My expertise lies in diagnosing and optimizing system performance, ensuring that the deliverables are fast, reliable, and future-proof.

The core of my work involves adopting best practices and a disciplined methodology, focusing on meticulous planning and thorough verification. I believe that sustainable solution development requires discipline and a deep commitment to quality from inception to deployment. At Softaims, I leverage these skills daily to build resilient systems that stand the test of time.

I am dedicated to making a tangible difference in client success. I prioritize clear communication and transparency throughout the development lifecycle to ensure every deliverable exceeds expectations.

Main technologies

  • AI, Data Science and Machine Learning Platforms

    3 years

  • PyTorch

    2 Years

  • Deep Learning

    2 Years

  • Data Science

    1 Year

Direct hire

Potentially possible

Previous Company

Dormitorium

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Experience Highlights

Vehicle detection from video and storing coordinates in csv

I used yolov7 model to the detect car, bus and bike from video. The X and Y coordinates are getting stored in csv file.

Chess Pieces Detection System

This model is for people who are still learning chess and doesn't know which piece is what called like and let them track chess board while playing in real time I used yolov7 pretrained algorithm, tr

Steel Defect Detection - 90% accuracy

Steel defect detection. I've created neural network that indentify defects in steel images with 90% accuracy

Intel image classification

I've used convolutional neural network to classify images from Kaggle dataset.

Twitter post fake detection

I've created a high accuracy neural network that takes twitter posts as input a indentify them as fake or real

Education

  • Zespół szkół elektrycznych w Bydgoszczy

    High school degree in Technik Chłodnictwa i Klimatyzacji

    2019-01-01-2024-01-01

Languages

  • English (Fluent)
  • Polish (Native or Bilingual)