Live
machine learning apps
Exoplanet Type Classifier
An interactive PyTorch and FastAPI application that predicts exoplanet types from planetary, orbital, and host-star features.
PythonPyTorchFastAPIScikit-learnPandas
Interactive ML • Analytics • BI
Building interactive
machine learning systems
and analytics products.
I design and build machine learning apps, BI dashboards, deployment workflows, and interactive learning systems that make technical ideas easier to explore.
portfolio@atlas:~$ |
Live Training Preview
Logistic boundary learning
running
loss
0.214
val acc
91.8%
epoch
080
Interactive ML Lab
Gradient Descent Dungeon
A playable machine learning education lab for exploring algorithms, model behavior, and dataset geometry.
Featured System
Learn ML by watching models think.
Gradient Descent Dungeon turns core machine learning concepts into interactive visual experiments: logistic regression, XOR limitations, tiny neural networks, decision trees, random forests, K-Means, and a free-form playground.
Logistic Regression
Tiny Neural Network
Decision Trees
Random Forest
K-Means Clustering
Algorithm Playground
Learning Path
01
Linear Boundary
Logistic Regression
02
Nonlinear Pattern
XOR Limitation
03
Hidden Representation
Tiny Neural Network
04
Rule Regions
Decision Tree
05
Ensemble Voting
Random Forest
06
Unsupervised Groups
K-Means
Portfolio
Featured Projects
Applied machine learning, analytics, deployment, and BI projects.
Core Stack
Tools I build with
A compact overview of the technologies I use across ML, analytics, deployment, and web interfaces.
SQLBigQueryTableauLooker StudioDBeaverPythonPandasScikit-learnModel EvaluationFeature EngineeringFastAPIHTMLCSSGitGitHubNext.jsTailwind CSSUnityManim
About
Learning, building, and exploring
I enjoy building machine learning applications, analytics dashboards, and experimental technical projects. My interests include data analytics, model deployment, business intelligence, creative coding, and interactive systems.
Contact
Let's connect
GitHub, LinkedIn, Kaggle, and future collaborations.