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Aboudex1/README.md

Hi, I'm Abdullah Msallam 馃憢

I am an M.Sc. Computer Science student interested in machine learning, data analytics, human-computer interaction, and software engineering. I enjoy turning academic concepts into practical, documented, and testable projects.

Featured Projects

Automotive Fault Detection with BiLSTM

A PyTorch-based BiLSTM system for classifying time-ordered automotive sensor sequences, using leakage-aware temporal splitting and holdout evaluation.

RePair+ Community Platform

A bilingual community platform prototype that supports local repair, reuse, sharing, and sustainability initiatives.

Big Data Graph Analytics

A tested Python toolkit demonstrating PCY frequent-pair mining, MinHash similarity, spectral graph partitioning, centrality, PageRank, and Neo4j queries.

Aviation Weather Audio Interface

An interactive prototype exploring how aviation weather information can be presented through visual and auditory feedback.

Signal Sampling and ADC Toolkit

A Python engineering toolkit for Nyquist-rate analysis, aliasing visualization, and reproducible ADC candidate ranking.

E-Scooter Requirements Engineering Toolkit

A requirements-engineering project featuring automated quality checks, traceability analysis, verification cases, and behavioral models.

Technical Interests

  • Machine learning and sequence classification
  • Python development and automated testing
  • Data and graph analytics
  • Human-computer interaction
  • Requirements and software engineering
  • Signal processing and technical visualization

Technologies

Python 路 PyTorch 路 pandas 路 NumPy 路 NetworkX 路 Matplotlib 路 pytest 路 Neo4j 路 HTML 路 CSS 路 JavaScript 路 Git

Current Focus

I am expanding my portfolio through reproducible software projects and exploring opportunities to apply my skills in working-student, internship, and research roles.

Pinned Loading

  1. automotive-fault-detection-bilstm automotive-fault-detection-bilstm Public

    Leakage-aware PyTorch BiLSTM for automotive sensor fault classification, with reproducible evaluation and trained results.

    Python

  2. repair-plus-community-platform repair-plus-community-platform Public

    Interactive bilingual prototype connecting repair requests with local helpers, repair caf茅s, and practical guides.

    HTML

  3. big-data-graph-analytics big-data-graph-analytics Public

    Tested Python toolkit for PCY mining, MinHash similarity, spectral graph partitioning, PageRank, and Neo4j analytics.

    Python

  4. aviation-weather-audio-interface aviation-weather-audio-interface Public

    Interactive Python prototype exploring weather sonification for air-traffic monitoring.

    Python

  5. signal-sampling-adc-toolkit signal-sampling-adc-toolkit Public

    Tested Python toolkit for Nyquist analysis, aliasing simulation, ADC filtering, and engineering design recommendations.

    Python

  6. requirements-engineering-e-scooter requirements-engineering-e-scooter Public

    Tested requirements engineering toolkit with quality checks, traceability analysis, use-case, and state models.

    Python