Darnell Ignasius
AI Engineer · Data Scientist · ML Researcher
Saya seorang AI Engineer dan Data Scientist yang senang membangun solusi berbasis machine learning — dari klasifikasi penyakit medis sampai pipeline big data. Selain ngoding, saya juga aktif menulis riset dan berbagi ilmu lewat workshop.
🎓 Pendidikan
Universitas Dian Nuswantoro
GPA 3.90/4.00 · Penerima Beasiswa Prestasi · Fokus di Machine Learning, Data Science, dan Software Engineering.
Universitas Gadjah Mada
GPA 3.73/4.00 · Konsentrasi Software Engineering & Data Science.
💼 Pengalaman
Python Programming Trainer
2025 – SekarangLPK Wahana
Merancang modul Python berbasis studi kasus nyata dan membimbing peserta dalam machine learning serta problem solving.
Public Relations Intern (Tech)
2025Badan Pusat Statistik (BPS)
Membangun sistem manajemen tugas berbasis web dan mendukung operasional teknis organisasi.
Head of Data Analytics Division
2024 – 2025DNCC
Memimpin workshop Python & data analytics untuk 50+ peserta dan mengkoordinasi tim teknis divisi.
🤖 Proyek AI & Machine Learning
Thyroid Disease Classification
Akurasi 95%
HCC Disease Classification (TabNet)
Akurasi 97.56%
Corrosion Prediction with GMM Data Augmentation
QSAR Research
Kidney Disease Detection
YOLOv8 + SAM
Big Data Pipeline
Kafka · Airflow · PostgreSQL
📚 Publikasi Ilmiah
Medical Named Entity Recognition from Indonesian Health-News using BiLSTM-CRF with Static and Contextual Embeddings
JAIC, 2025
Comparative Evaluation of Machine Learning Algorithms with Data Balancing Approach and Hyperparameter Tuning in Predicting Thyroid Disorder Recurrence
JMASIF, 2025
Gaussian Mixture-Based Data Augmentation Improves QSAR Prediction of Corrosion Inhibition Efficiency
JAIC, 2025
Comparative Analysis of Linear Regression, Decision Tree, and Gradient Boosting Models for Predicting Drug Corrosion Inhibition Efficiency Using QSAR Descriptors
2024
🏆 Sertifikasi
Use Generative AI for Software Development
BNSP Ilmuwan Data Madya (Associate Data Scientist)
Data Preprocessing, Visualization, and ML with Python (Pandas, Scikit-learn)
Data Visualization with Matplotlib, Seaborn, Tableau
Introduction to Quantum Computing for Data Science
SAP Build Apps & SAP Analytics Cloud
⚡ Keahlian Teknis
Machine Learning & AI
Data & Engineering
Yuk, Kolaborasi!
Terbuka untuk riset AI, freelance project, atau full-time opportunity. Kalau ada ide menarik, jangan ragu untuk reach out.