Hello, I'm Tadeusz Mięsowicz

I create AI for legal purposes.
Data science. MLOps. Front-end.

projects
Thanks for stepping in to see what I create!

What inspires the development of my projects?

My deep practical understanding of the law combined with extensive skills in machine learning and academic pursuits .
I enjoy coding projects that bring new ideas to life and provide unique experiences. While the specific technology I use is not crucial to me, I do have certain areas of IT that I particularly favor, namely: MLOps, Data Science & Front-end.
The projects presented are entirely created by me (frontend, backend, machine learning). I hope you will find the ideas they implement interesting and useful.
my projects
ai-krs-intro
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ai krs

AI "interpreting" Polish law records? AI checks who can represent a legal entity based on the record of legal representation. AI is planned as part of a system that automatically issues legal decisions (e.g., administrative decisions). You can test the performance of this AI on a website built for this purpose.

aikrs.pl
machine-learning
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pozew

Transform numeric data into the text of a lawsuit or judgment. Use artificial intelligence to extract numeric data directly from invoice scans. This project is very interesting from the point of view of data privacy . AI processing take place in the browser (TensorFlow js) . Thus, the professional secrets of lawyers are protected.
This is a fullstack application with a subscription system. The app is only available in Polish.

pozew.app
machine-learning
full-stack
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dealem

What if contracts could be fun and contain surprises?
Then install Dealem & contract your challenge. Try unique interaction with surprises.
This is a fullstack app coded in react native available for ios and android. App has a subscription system implemented.

dealem.app
mobile
full-stack
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COURT
STATS

This is an educational project. It is based on data related to Polish courts. Using this data you can train deep neural networks yourself (in a browser).
Note: Analysis of the statistics of Polish courts can be considered a sad joke. The efficiency of the judiciary's handling of cases, euphemistically speaking, leaves much to be desired. If so, does this project have ironic undertones?

courtstats.pl
machine-learning

OTHER
PROJECTS
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repstats.pl
Statistics of legal representation of polish companies. Find out what the most common legal representation records are. The statistics displayed on this web site are based on real data (several hundred thousand records of Polish legal entities). However interesting this project may be from the point of view of data analysis, it is primarily my developer's testing ground. I test different frontend and backend related solutions on it.
github repo
A test of performance of ML algorithms for binary classification. Algorithm are trained on Census Income Data Set (predict whether income exceeds $50K/yr based on census data). Each time changes are added to the main branch of this repository github action rebuilds a small postgres SQL database containing the training results. Webpage miesowicz.com makes use of data from database for SSG (static site generation) with SvelteKit.
miesowicz.com
You are on the spot! :)
Great, new dev experience with SvelteKit

DIPLOMAS
CERST

"Learn. Apply. Repeat." - My Development Life Cycle

You have learned about my practical capabilities, discover the formal confirmations of my competence.

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course-provider
Law - Jagiellonian University
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Attorney at Law
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PhD student - Akademia Leona Koźmińskiego
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Microsoft Certified: Azure Data Scientist Associate
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AWS Machine Learning Specialty
course-provider
AWS Solution Architect Associate
course-provider
Google TensorFlow Developer Certificate
course-provider
IBM Data Science Professional Certificate
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Stanford University
Machine Learning Specialization
course-provider
Oracle Certified Associate, Java SE 8 Programmer
course-provider
WebML102: Google AI for JavaScript Developers with TensorFlow.js
course-provider
Crash Course on Python
The best idea doesn't matter if the user doesn't have good access to it. There is no good tool without a good UI. That's why I love creating interfaces with javascript - it's all about the User.
javascript &
web development technologies
I have experience with
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More than 10 years of intensive practice as attorney at law makes me the right person to
understand the data with which I work.
I'm always open to discussion, cooperation on interesting projects.
Feel free to contact me via social media.

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created by Tadeusz Mięsowicz | all rights reserved | 2024