Skip to content
Debuggerpaco
PortfolioProjects

Projects

Selected software, applied machine learning, and reproducible experiments.

  1. 01

    Algorithms / Operations

    Campus Schedule Optimizer

    A university timetable engine that treats people, rooms, student groups, and recurring meetings as one connected constraint problem.

  2. 02

    Developer Tooling / Open Source

    ContribCheck

    An evidence-based readiness check for contributors deciding whether a GitHub issue is actually actionable.

  3. 03

    NLP / Machine Learning

    Hotel Reviews Sentiment Analysis

    A notebook-based comparison of classical machine learning, LSTM, and DistilBERT sentiment approaches on hotel reviews.

  4. 04

    Machine Learning / Cybersecurity

    Network Intrusion Detection System

    A reproducible NSL-KDD workflow for binary intrusion detection and attack-family classification, with a local model demonstration.

  5. 05

    Algorithms / Article Experiment

    Bubble Sort's Early Exit

    Code, paired inputs, and recorded measurements explaining why a small early-exit check makes input order matter.

  6. 06

    Model Debugging / Article Companion

    INT8 Exact Replay

    A numerical debugging companion investigating a one-code difference between an INT8 classifier and a float-output replay.