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Hello!

I'm a Full Stack Engineer currently working for Indeed Japan. Formerly, I was a master's student and researcher in the field of NLP.

Specifically, I explored the shortcut-learning behavior of transformer models, and found better debiasing techniques to help models avoid learning from unintended spurious correlations in the data. Feel free to visit my blog or have a look at some of my repositories!

I am open to freelancing, startups, and any other kind of collaborations involving web development or ML engineering. Send me an email!

✨ If you're struggling to keep your huggingface experiment code organized, try using my opinionated lightning-hydra template! I adapted it from the popular template by ashleve. The most important change is the added support for HuggingFace transformers. Life made easy! Find it below.

Johannes Mario Meissner's Projects

ambinli icon ambinli

This is the code for the paper "Embracing Ambiguity: Shifting the Training Target of NLI Models".

char_nn icon char_nn

Several attempts to build a DNN / RNN / LSTM model to generate character level gibberish based on some reference text.

citylights icon citylights

This mess was created during the Hack2Progress 2018 Hackathon event, which we won (surely not because of the code though).

deep-turing-ocr icon deep-turing-ocr

A deep neural network for performing OCR on handwritten Turing Machine definitions.

digital-garden icon digital-garden

Free Obisidian Publish alternative, for publishing your digital garden.

docs icon docs

TensorFlow documentation

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

forex_trader icon forex_trader

A forex / cryptocurrency trading bot to farm money. Works 100%.

genetic_sequence_generator icon genetic_sequence_generator

Genetic algorithm that runs a population of sequences of numbers/operators. Sequences evaluate to a number and the goal is to evolve the sequences until they reach a certain target number.

graficos icon graficos

A repository where I manage all my projects for my graphics course at UC.

lightning-transformers icon lightning-transformers

Flexible interface for high-performance research using SOTA Transformers leveraging Pytorch Lightning, Transformers, and Hydra.

minimal-mistakes icon minimal-mistakes

:triangular_ruler: Jekyll theme for personal sites, blogs, and portfolios. Two-columns and extremely flexible.

nlp-class icon nlp-class

Jupyter notebooks for my class on neural networks.

notebooks icon notebooks

This is where I keep all my personal notebooks, usually meant for learning a new topic while playing with the code.

seam_carving icon seam_carving

My own version of the seam carving programming assignment by the Princeton University.

shortcut-pruning icon shortcut-pruning

This is the repository for my master's thesis, as well as the EMNLP 2022 paper on masked debiasing.

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