Valldynsyah
Danuarta
I help businesses and organizations turn complex data into powerful, predictive machine learning models and intelligent digital solutions.
About Me
I am a Mathematics graduate from Sepuluh Nopember Institute of Technology (ITS) Surabaya, Indonesia, specializing in machine learning models, statistical analysis, and data wrangling. My background in mathematics provides a strong theoretical foundation for modeling complex data, while my hands-on experiences at BPS Surabaya and Bangkit Academy allow me to deploy clean, optimized analytical tools and visual dashboards.
Active in organizational activities, I combine strong analytical problem-solving with effective teamwork and communication skills to drive technology and data-based decision systems.
YEARS EXPERIENCE
PROJECTS DONE
Skills & Expertise
Technical Competencies
Data Analysis
Extracting insights and statistical patterns from complex datasets.
Machine Learning & Deep Learning
Developing neural networks and predictive models using TensorFlow.
Data Wrangling
Cleaning, transforming, and preparing raw datasets for model training.
Data Visualization
Presenting findings visually using Figma, Canva, and library plots.
Mathematics & Statistics
Core knowledge in probability, linear algebra, and mathematical models.
Professional Strengths
Beyond technical competencies, my active roles in math student organizations and project teams have reinforced these professional skills:
Tech Stacks & Tools
NanoDet AI
Lightweight Real-Time Object Detection
PyTorch
Deep Learning & Vision Training
TensorFlow & Keras
Neural Network Architecture & Deep Learning
TensorFlow Lite
Model Kuantisasi & Mobile Edge AI
OpenCV
Pengolahan Citra & Video Frame
CUDA GPU
Akselerasi Inferensi Parallel High-FPS
Stacked LSTM
Prediksi Time-Series Recurrent AI
Streamlit
Dashboard Analytics & Web Application
Pandas & NumPy
Manipulasi & Wrangling Data Kompleks
Scikit-Learn
Machine Learning & Evaluasi Metrik Model
XGBoost & LightGBM
Gradient Boosting Ensemble Tabular ML
CatBoost & Optuna
AutoML & Tuning Hyperparameter Otomatis
Matplotlib & Seaborn
Visualisasi Data & Plot Grafik Statistik
RFM Analytics
Segmentasi & Analisis Perilaku Pelanggan
Google Cloud (GCP)
Hosting Model Cloud & Integration API
NanoDet AI
Lightweight Real-Time Object Detection
PyTorch
Deep Learning & Vision Training
TensorFlow & Keras
Neural Network Architecture & Deep Learning
TensorFlow Lite
Model Kuantisasi & Mobile Edge AI
OpenCV
Pengolahan Citra & Video Frame
CUDA GPU
Akselerasi Inferensi Parallel High-FPS
Stacked LSTM
Prediksi Time-Series Recurrent AI
Streamlit
Dashboard Analytics & Web Application
Pandas & NumPy
Manipulasi & Wrangling Data Kompleks
Scikit-Learn
Machine Learning & Evaluasi Metrik Model
XGBoost & LightGBM
Gradient Boosting Ensemble Tabular ML
CatBoost & Optuna
AutoML & Tuning Hyperparameter Otomatis
Matplotlib & Seaborn
Visualisasi Data & Plot Grafik Statistik
RFM Analytics
Segmentasi & Analisis Perilaku Pelanggan
Google Cloud (GCP)
Hosting Model Cloud & Integration API
NanoDet AI
Lightweight Real-Time Object Detection
PyTorch
Deep Learning & Vision Training
TensorFlow & Keras
Neural Network Architecture & Deep Learning
TensorFlow Lite
Model Kuantisasi & Mobile Edge AI
OpenCV
Pengolahan Citra & Video Frame
CUDA GPU
Akselerasi Inferensi Parallel High-FPS
Stacked LSTM
Prediksi Time-Series Recurrent AI
Streamlit
Dashboard Analytics & Web Application
Pandas & NumPy
Manipulasi & Wrangling Data Kompleks
Scikit-Learn
Machine Learning & Evaluasi Metrik Model
XGBoost & LightGBM
Gradient Boosting Ensemble Tabular ML
CatBoost & Optuna
AutoML & Tuning Hyperparameter Otomatis
Matplotlib & Seaborn
Visualisasi Data & Plot Grafik Statistik
RFM Analytics
Segmentasi & Analisis Perilaku Pelanggan
Google Cloud (GCP)
Hosting Model Cloud & Integration API
NanoDet AI
Lightweight Real-Time Object Detection
PyTorch
Deep Learning & Vision Training
TensorFlow & Keras
Neural Network Architecture & Deep Learning
TensorFlow Lite
Model Kuantisasi & Mobile Edge AI
OpenCV
Pengolahan Citra & Video Frame
CUDA GPU
Akselerasi Inferensi Parallel High-FPS
Stacked LSTM
Prediksi Time-Series Recurrent AI
Streamlit
Dashboard Analytics & Web Application
Pandas & NumPy
Manipulasi & Wrangling Data Kompleks
Scikit-Learn
Machine Learning & Evaluasi Metrik Model
XGBoost & LightGBM
Gradient Boosting Ensemble Tabular ML
CatBoost & Optuna
AutoML & Tuning Hyperparameter Otomatis
Matplotlib & Seaborn
Visualisasi Data & Plot Grafik Statistik
RFM Analytics
Segmentasi & Analisis Perilaku Pelanggan
Google Cloud (GCP)
Hosting Model Cloud & Integration API
NanoDet AI
Lightweight Real-Time Object Detection
PyTorch
Deep Learning & Vision Training
TensorFlow & Keras
Neural Network Architecture & Deep Learning
TensorFlow Lite
Model Kuantisasi & Mobile Edge AI
OpenCV
Pengolahan Citra & Video Frame
CUDA GPU
Akselerasi Inferensi Parallel High-FPS
Stacked LSTM
Prediksi Time-Series Recurrent AI
Streamlit
Dashboard Analytics & Web Application
Pandas & NumPy
Manipulasi & Wrangling Data Kompleks
Scikit-Learn
Machine Learning & Evaluasi Metrik Model
XGBoost & LightGBM
Gradient Boosting Ensemble Tabular ML
CatBoost & Optuna
AutoML & Tuning Hyperparameter Otomatis
Matplotlib & Seaborn
Visualisasi Data & Plot Grafik Statistik
RFM Analytics
Segmentasi & Analisis Perilaku Pelanggan
Google Cloud (GCP)
Hosting Model Cloud & Integration API
NanoDet AI
Lightweight Real-Time Object Detection
PyTorch
Deep Learning & Vision Training
TensorFlow & Keras
Neural Network Architecture & Deep Learning
TensorFlow Lite
Model Kuantisasi & Mobile Edge AI
OpenCV
Pengolahan Citra & Video Frame
CUDA GPU
Akselerasi Inferensi Parallel High-FPS
Stacked LSTM
Prediksi Time-Series Recurrent AI
Streamlit
Dashboard Analytics & Web Application
Pandas & NumPy
Manipulasi & Wrangling Data Kompleks
Scikit-Learn
Machine Learning & Evaluasi Metrik Model
XGBoost & LightGBM
Gradient Boosting Ensemble Tabular ML
CatBoost & Optuna
AutoML & Tuning Hyperparameter Otomatis
Matplotlib & Seaborn
Visualisasi Data & Plot Grafik Statistik
RFM Analytics
Segmentasi & Analisis Perilaku Pelanggan
Google Cloud (GCP)
Hosting Model Cloud & Integration API
My Projects
Real-Time Traffic Light Identification Using NanoDet Model on Video Data
Undergraduate thesis research on real-time traffic light color status detection and identification (Red, Yellow, Green) from video footage using NanoDet lightweight object detection architecture.
SkinLens-Care App
An AI-powered mobile application to detect and classify skin conditions and diseases, delivering early diagnosis and care recommendations for users.
E-Commerce Public Dataset Analysis
End-to-end data analysis project on a public E-Commerce dataset to identify transactional behavior, product performance, and customer segmentation.
Forecasting USD/IDR Exchange Rate Movements Using Deep Learning Stacked LSTM
Independent research on forecasting USD to IDR currency exchange rate movements using a Stacked Long Short-Term Memory (LSTM) architecture based on 10 years of historical data (2014–2024).
Hoshi – Multi-Platform Live Stream Companion & Automation Suite
An advanced multi-platform live streaming desktop companion and real-time automation hub integrating TikTok Live, YouTube Live, and Twitch into a centralized dashboard with custom OBS browser overlays, interactive widgets, TTS synthesizer, and music requests with synced lyrics.
Get In Touch
Let's discuss a project!
Whether you're looking to hire a data scientist, build machine learning models, or just want to connect, feel free to reach out. I'm always open to talking about data solutions, modeling, and intelligent systems.
© 2026 Valldynsyah Danuarta. All rights reserved.