Let's get to know Wina Munada

I am a dedicated computer science professional specializing in Data Science and Agentic AI Development. With a strong foundation in machine learning, autonomous agent architecture, and enterprise-grade AI solutions, I transform complex problems into intelligent, automated workflows.

Professional Journey

My career evolved from traditional machine learning and analytics into Agentic AI, where I build autonomous intelligent agents for complex business processes with minimal human intervention.

Education & Specialization

Computer Science student specializing in Data Science at Albukhary International University, Malaysia, focused on practical AI implementation for real-world systems.

Agentic AI Development

AI Finance Agents

Accounts payable and receivable automation
Smart reconciliation and reporting
Adaptive budgeting and expense controls

AI HR Agents

Intelligent rostering and payroll flows
Claims and leave management
Recruitment and training support

AI Procurement & Inventory

Supplier discovery and risk checks
Contract and spend analysis
Stock monitoring and demand forecasting

AI Policy Control

Version control and governance
Compliance monitoring
Automated policy distribution and audit trails

Technical Expertise

Programming Languages

Python, R, C, Java, JavaScript, SQL, HTML, CSS

ML & AI Frameworks

TensorFlow, Keras, PyTorch, scikit-learn, Pandas, NLTK

DevOps & Cloud

Fly.io, Upsun, AWS, Docker, CI/CD Pipelines, RESTful APIs

Systems & Integration

Oracle, Ubuntu, System Integration, API Integration, Microservices

Beyond Code

Outside of professional work, I love exploring new places and planning trips. That habit strengthens my organization, budgeting, and perspective-taking, which also improves my creative problem-solving in technology.

Explore My Work

Curious about my agentic AI projects? Visit the Agentic AI portfolio to see live demonstrations of intelligent automation in action.