AIDataStories

Hi, I'm Alvin.

Adryan Rizky Alviano · Data Scientist at Telkom Indonesia

I build with Generative AI, LLMs and agentic workflows, grounded in solid data and told as stories people can trust. I'm also a Master of IT student at Universitas Indonesia, and I like learning out loud. Always happy to collaborate.

See what I've built Let's collaborate

“Lifelong learning, real-world impact.”

Alvin smiling in a colorful batik shirt
Batik, always
Alvin at a scenic mountain viewpoint
Taking a breather
Alvin and two friends joking around in front of a cockroach poster
Good times
  • Master of Information TechnologyUniversitas Indonesia · Ongoing
  • Mechanical EngineeringUniversitas Indonesia · Cum Laude
  • Data ScientistTelkom Indonesia
  • Interested inGenerative & Agentic AI, Data Governance, Responsible AI
6+years working with data and technology
80+professional certifications from Google, Microsoft & Coursera
80%+faster issue identification with AI at Telkom
Open to collaborationGot an idea or a project? Let's talk.

About Me

Turning curiosity into real impact.

I'm an AI & Big Data professional at Telkom Indonesia, turning Generative AI and agentic workflows into practical solutions. I care about responsible AI, and I'm pursuing a Master of Information Technology at Universitas Indonesia.

More About Me
Adryan Rizky Alviano

Bridging the gap between management objectives and rapid technical execution.

  • Lifelong Learning80+ certifications from Google, Microsoft & Coursera
  • Responsible AIAligned with UU PDP & GDPR
  • Business ↔ TechFrom management goals to delivery

Experience

Where I've worked
& studied.

Telkom Indonesia and Danone, plus a Mechanical Engineering degree and an ongoing Master of IT, both at Universitas Indonesia.

View Full Experience
  1. Telkom Indonesia (Current)
    • Data ScientistMay 2025 – Present
    • Junior Data ScientistNov 2022 – May 2025
    • Deployment & Solution PartnershipMar 2022 – Dec 2022
    • OFF 3 Access MaintenanceApr 2020 – Mar 2022
    • Great People Trainee Program XIJan 2020 – Mar 2020
    • Led rapid AI prototyping with LLMs, Agentic AI, and Prompt Engineering for CX and digital transformation.
    • DS Task Force Lead: turned business needs into data roadmaps and a standardized Way of Work.
    • Applied AI to turn product feedback into structured insights, speeding up issue identification by over 80%.
    Jan 2020 – Present Jakarta, Indonesia
  2. Universitas Indonesia (Current)
    • Master of Information Technology (Magister Teknologi Informasi)
    Ongoing

Projects

From ideas to real solutions.

What I build to learn, and to solve real problems with AI, grounded in data and told as stories.

All projects (2)
Scene 1: Jakarta as a map of news dots
Jakarta, 730 Hari: second screen
Featured ProjectLive · interactive data film

Jakarta, 730 Hari

An AI-assisted data film about two years of Jakarta in the news.

  • 690,828news articles analysed
  • 102weeks, Nov 2024 to Oct 2026
  • 7scenes in the film
  • 8issues tracked
  • Multi-agent AI
  • LLM review
  • Data storytelling
  • NLP
  • LangGraph
  • PostgreSQL
Watch the film Read the case study

What the film found

  • 21%of all Jakarta news in one week of March 2025 was about floodsHigh confidence
  • 1 wkMedia attention on floods halves within a weekHigh confidence
  • 51%January 2026 was the darkest monthHigh confidence

More projects

Talent Estimation Agent: preview
Agentic AI · Workforce planningTalent Estimation AgentValidate talent requests from a WBS, with numbers you can trace.

Skills

Tools & technologies.

What I use to turn ideas into real solutions, and where it shows up.

All Skills

AI & Agentic

Where I spend most of my time now: building with LLMs and multi-agent workflows.

  • Generative AI
  • LLMs
  • Agentic AI
  • Prompt Engineering
  • Context Engineering
  • Tool Use & MCP
  • RAG
  • Multi-Agent Systems
  • AI Workflow & Enterprise Automation
  • Rapid AI Prototyping
  • AI-Assisted Development
  • Led rapid AI prototyping with LLMs and agents for CX and digital transformation.
  • Cut issue identification time by over 80% by turning product feedback into structured insights.
Used in the Talent Estimation Agent

Data & Engineering

From pipelines and models to dashboards people actually read.

  • Python
  • SQL
  • BigQuery
  • Deep Learning
  • Tableau
  • Docker
  • Google Cloud
  • Microsoft Azure

Data Governance

Responsible AI that respects UU PDP and GDPR.

  • Data Governance
  • DAMA-DMBOK
  • UU PDP (Indonesia PDP Law)
  • GDPR

Leadership & Teaching

Facilitating bootcamps and aligning stakeholders.

  • Training & Facilitation
  • Task Force Leadership
  • Stakeholder Alignment

Let's Connect

Let's build something meaningful together.

Let's connect to discuss how AI and innovation can drive real-world impact.

Get in touch

“AI and innovation for real-world impact.”