AI Practitioner & Educator
Kadek Dwi Pradnyana
Helping organizations understand, adopt, and build with AI.
I work with companies across Indonesia to run AI training workshops, build production-ready AI systems, and develop strategy for teams at the start of their AI journey.
Currently at Amartha, building AI for financial inclusion. AWS Certified AI Practitioner.
What I Do
Three ways to work together
AI Training & Workshops
Hands-on workshops for everyone from executives to engineers. Topics include GenAI fundamentals, LLMs in practice, n8n automation, and AI tools adoption. Available on-site or remote.
AI Development & Implementation
End-to-end AI systems built for production: chatbots, voice agents, ML pipelines, and credit scoring models. Built to handle real data, real users, and real consequences.
AI Strategy & Consulting
Capability assessment, use-case prioritization, vendor evaluation, and AI roadmap development. For organizations at the start of their AI journey who need a clear path forward.
Speaking & Training
Organizations I've trained
Bank Lestari
Regional Bank — Jakarta
Generative AI for Banking Teams
Tunaiku (Amar Bank)
Fintech Lender — Jakarta
AI for Credit & Collections Teams
AI Projects Built
Production systems and experiments with measurable outcomes
AI Telecollection System (Maya)
Improved 7-day payment velocity by 23.5%
WhatsApp AI collection assistant using LangGraph/ReAct pattern. Handles Indonesian language, vision AI for payment receipts, dynamic tone by borrower situation, and human escalation with full context. A/B tested at scale.
- ▸ +23.5% 7-day payment velocity
- ▸ 92.7% conversations resolved without human
- ▸ 22,000+ users in A/B test
Credit Scoring Model Pipeline
Full ML pipeline iteration in under 1 hour
Credit scoring pipeline for fintech borrowers using AutoGluon AutoML. Reduced iteration time from ~8 hrs to under 1 hr. Multi-algorithm benchmarking, AUC comparison, and fairness evaluation for thin-file borrowers.
- ▸ Multi-algorithm benchmarking automated
- ▸ AUC comparison across model types
- ▸ Iteration time cut from ~8 hrs to <1 hr
From the Blog
Writing about what I'm building and learning
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Claim Your Free n8n Resources - Workshop Attendees
“Get your free n8n account and workflow templates here."
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Achieved AWS Certified AI Practitioner Certification
AWS Certified AI Practitioner certification from AWS
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Speaking at Bank Indonesia: Presenting AI to Regulators
I got invited to speak at the central bank's training program. Here's what it was like presenting AI and ML to regulators - and why they were way more curious than I expected.
Ready to bring AI to your organization?
Whether you're looking to upskill your team, build a specific AI system, or figure out your AI strategy — let's talk about what makes sense for your context.
or reach me on LinkedIn