Project Title
Machine Learning Projects
Skills
Python, Programming
Project
This page includes links to source code of Machine Learning alogirhtmns and projects that I've worked on so far. I'm currently working on
finishing a more detailed explaination of the projects, however in the meantime I've linked the source codes.
Projects
- Link: Developed a ML decision learning tree algorithmn to predict if
an individual will attend an ivy league school based on a dataset
- Additionally Developed a ML decision learning tree algorithmn to predict if
an individual will attend an ivy league school based on a dataset
-
Link: Compared the accuracy of RNNs and LSTMs in identifying sequence addition patterns.
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Link: Developped a k-nearest neighbors regression algorithmn to predict if
an individual will attend an ivy league school based on a dataset.
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Link: Developped a reinforcement learning algorithms to play various games, such as Slot Machines
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Link: Developped a Naive Bayes Expectation-Maximization algorithm trained on over 100 documents of speeches from 1964 and after to predict what party that the candidate who gave a speech belongs to.
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Link: Implemented Neural Network models on the MNIST dataset to analyze the effects of batch normalization..
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Link: Fine-tuning the Meta LLaMA-13B model to enhance SQL query outputs and comparing to performance to
alternative untrained LLM frameworks referenced in research papers.
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Link: Developping LLM facial recognition chatbot to become conversational based on the individual
it is talking to. Initially used a pan-tilt system with a Raspberry Pi 4 module, but now weighing alternative options.
GitHub
The GitHub code for these project can be found
here, and are currently being worked on
Learn more
If you would like to learn more about this project, contact me
here
