https://github.com/roman910dev/papers
Personal projects archive.
https://github.com/roman910dev/papers
Last synced: about 1 month ago
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Personal projects archive.
- Host: GitHub
- URL: https://github.com/roman910dev/papers
- Owner: roman910dev
- Created: 2025-05-13T10:04:23.000Z (11 months ago)
- Default Branch: main
- Last Pushed: 2025-05-13T10:31:47.000Z (11 months ago)
- Last Synced: 2026-02-23T03:51:23.863Z (about 2 months ago)
- Homepage:
- Size: 35.1 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Personal Projects Archive
This repository serves as a showcase and archive for some of the technical and research projects I worked on in my earlier years. While many of these were developed as part of academic or extracurricular programs, they each reflect a period of deep exploration and learning.
## 🎵 Musical Genre Classification Using a MFCC-Fed Artificial Neural Network
`2019` `Petnica Science Center` [`Paper`](../main/musical_genre_classification_using_a_mfcc_fed_neural_network/paper.pdf) [`Poster`](../main/musical_genre_classification_using_a_mfcc_fed_neural_network/poster.pdf)
Developed a machine learning model in MATLAB to classify audio samples into one of five musical genres based on their MFCC (Mel Frequency Cepstral Coefficients) features. The project involved tuning neural network parameters to optimize classification accuracy and analyzing the results to draw meaningful insights about model performance.
## ⚛ Designing an Experiment to Measure H₂⁺ Production in IsoDAR’s Multicusp Ion Source
`2018` `Research Science Institute` `Massachusetts Institute of Technology` [`Paper`](../main/designing_an_experiment_to_measure_h2p_production_in_isodars_multicusp_ion_source/paper.pdf)
Conducted simulations to determine the optimal configuration for measuring H₂⁺ ion production in the multicusp ion source used by the IsoDAR neutrino experiment. This involved understanding beam dynamics, analyzing ion generation efficiency, and proposing a viable experimental setup for future implementation.
## 🌈 Spectral Analysis of Different Light Sources Using a Homemade Spectrometer
`2017` [`Paper`](../main/spectral_analysis_of_different_light_sources_using_a_homemade_spectrometer/paper.pdf) [`Poster`](../main/spectral_analysis_of_different_light_sources_using_a_homemade_spectrometer/poster.png)
Designed and built a functional spectrometer with a total cost under €60. The device was controlled by custom-developed software, and the resulting spectral data was compared to that of a professional spectrometer. The project concluded with a detailed evaluation and proposals for improvements in both hardware and software.