Independent researcher in adversarial machine learning for intrusion detection — data science & cybersecurity. M.Comp.Sc. candidate at ITB STIKOM Bali (ongoing); B.Comp.Sc., Information Systems, ITB STIKOM Bali (2026).

• b-comp-sc-research — B.Comp.Sc. research (ITB STIKOM Bali): campus management optimization via data science classification — marketing (Random Forest), HR (Decision Tree), operations (SVM+kNN), Orange Data Mining, 5-fold CV. Public, reproducible, verified gate included.
• research (private) — S2 manuscripts, experiments, and reproducibility artifacts; adversarial ML for IDS validation.
• Manuscripts under peer review (2026): Mini-SOC, SLR (VAE/ML), DCA — submitted to OJS JSI. All reported numbers are cross-checked against repository artifacts; nothing fabricated.

Python · scikit-learn · Orange Data Mining · Docker · Suricata/Zeek · Lean 4 · reproducible CLI workflows

✉️ afiqandico13@gmail.com · GitHub · ORCID