AI ENGINEER & BUSINESS ANALYST

Hi, I’m Lukas Ricky.

AI that worksFor real people.

I build AI assistants, automate research, and make complex systems easier to use. A builder at heart, with a soft spot for business, teaching, and bringing people together.

Explore my work View résumé

A human behind the code.

Made of curiosity

JAKARTA, INDONESIA ↗

A little further, a lot to discoverPORTFOLIO — 2026

01About

Curious about the tech. Even more about the people.

I study Information Systems at Telkom University. My work sits between writing code and asking why: who is this for, what’s getting in their way, and how can we make it better? That question takes me from AI projects to classrooms and business mentoring.

Telkom UniversityInformation Systems · 2023 — Present

3.92/ 4.00 GPA

AI & Systems

Building assistants that search documents, use tools, and explain what they find.

Business & Strategy

Turning stakeholder conversations into requirements, workflows, and practical solutions.

Leadership & Education

Teaching data mining and helping student teams shape workable business ideas.

02SELECTED WORK

Less talk. More making.

Four different problems. Four ways to put technology to work. Pick a project to see the problem, my role, and what I learned.

View all projects

RAG-based Root Cause Analysis01

Helping IT teams find what went wrong.

An AI assistant that looks through system logs and documentation to help investigate IT incidents. Built as my individual thesis project.

Individual · Thesis project

RAGKnowledge RetrievalLog Analysis

See the story

Enterprise Agentic AI02

Turning research into a helping hand.

An AI workflow that gathers information, analyzes economic data, and prepares research reports. Developed during my banking internship.

Individual · Professional project

Agentic AITool CallingAutomation

See the story

BISIK03

Making learning a little more inclusive.

A learning companion that explains everyday objects in child-friendly language. Children can use a camera, an image, text, or their voice.

Team · Full-stack / AI development

Next.jsGemini 2.5 FlashMultimodal AI

See the story

Visit BISIK website

Customer Churn Prediction04

Understanding why customers leave.

A machine learning project exploring customer behavior to identify who might stop using a service, and inform retention analysis.

Team · Applied machine learning

PythonSQLCRISP-DM

See the story

View code on GitHub

Explore original screenshots, supporting documents, and project links inside each case study.

03Experience

Real teams. Real learning.

Two internships that helped me connect what a business needs with what technology can actually do.

View résumé

AUG 2026 — PRESENTCURRENT

AI Engineer Intern

Bank Mandiri Taspen

Building agentic AI workflows for research, reporting, and knowledge management in an enterprise environment.

Agentic AIAPI IntegrationAutomation

Explore the documentation

JUL 2025 — OCT 2025

Cloud Solution & Platform Development Intern

Telkomsel

Connected business requirements with enterprise cloud solutions across six service workflows, contributing to three BRD/FSD documents and infrastructure analysis.

Cloud SolutionsBusiness AnalysisBRD / FSD

Explore the documentation

↗Students supportedData Mining · Enterprise System · Introduction to Information Systems ↗Teams mentoredAIESEC in Bandung · SEARCH Telkom University ↗Members ledICADEIS · JBC · SEARCH Telkom University ↗Major achievementsTechnology · Business · Impact

04CAPABILITIES

My working toolkit.

AI & Data

PythonRAGAgentic AI

Gemini

Claude

ChatGPTData MiningCRISP-DM

Development & Systems

Next.jsSQLREST APIsSystem Architecture

WordPress

Business & Analysis

Requirements GatheringBPMNGap AnalysisBRD / FSDAgile / Scrum

Cloud & Analytics

AWS

Oracle Cloud

SAP SCM

Power BI

Advanced Excel

CONTINUOUSLY LEARNINGMore learning moments

ORACLE

Generative AI Professional

OCI 2025

ORACLE

AI Foundations Associate

OCI 2025

ELEVAITE

Azure AI Fundamentals

Preparation course · AI-900

CAST AI

Cost Reporting

Cloud cost management

CAST AI

Node Autoscaling

Kubernetes automation

CAST AI

Workload Optimization

Efficiency & performance

05BEYOND THE CODE

Good things happen together.

Away from the keyboard, you’ll find me teaching, mentoring teams, and helping people find their next step.

Telkom University

Teaching the next wave of builders.

Supported 200+ students across Data Mining, Enterprise System, and Introduction to Information Systems through hands-on learning, feedback, and mentoring.

200+Students supported

Academic activities

AIESEC in Bandung · SEARCH Telkom University

Helping ideas find their direction.

Mentored 15+ teams through AIESEC in Bandung and SEARCH Telkom University, helping turn ideas into market validation, business proposals, and practical next steps.

15+Teams mentored

ICADEIS · JBC · SEARCH Telkom University

Creating space for people to thrive.

Led 100+ members across ICADEIS, JBC, and SEARCH Telkom University—coordinating events, developing teams, and working toward shared goals.

100+Members led

Explore the team moments

Technology · Business · Collaboration

Learning to make an impact.

Earned 10+ major achievements across technology, business, and collaboration. Each one reflects a new challenge, a shared effort, and something worth learning.

10+Major achievements

Competition stories

06Achievements