Working at ICS Compute

After almost 10 years worked at BINUS Digital, BINUS University. Now I work as Front End Developer at ICS Compute, AWS Partner of The Year 2024, focus on developing their Generative AI product, Redpumpkin.AI.

From January 29, 2024 — Present.

// Work 01.

Redpumpkin.Ai Websites

I build all Redpumpkin.Ai websites from scratch, there are redpumpkin.ai, aica.redpumpkin.ai, and aiap.redpumpkin.ai. My role in this project included everything from designing UI/UX, developing the website using NextJS and TailwindCSS, to deploying the website on AWS Lightsail.

Redpumpkin.Ai Website

// Work 02.

Redpumpkin AI Coding Assistant Press Release

Create a simple and clear demo on how to build a landing page using the Redpumpkin AI Coding Assistant, and present the demo in front of the journalists.

Press Release
  • Republika
  • Medcom.id
  • Media Indonesia
  • JPNN.com
  • Suara Merdeka
  • Gatra
  • MIX
  • Marketing.co.id
  • Head Topics

// Work 03.

Redpumpkin GenAI Virtual Assistant Prototype with AWS Bedrock

I took the initiative to create a prototype of a GenAI virtual assistant app that can help answer the customer questions based on the knowledge base, with no knowledge about the GenAI app development before (like prompting, RAG, and about LLM it self). It took me a month to build the prototype.

I build the prototype using NextJS, TailwindCSS, Supabase as a database and vector database (with pgvector plugin), Python (FastAPI) and Langchain for RAG, and AWS Bedrock for managed embedding models and LLMs.

I handled almost everything, including the prototype idea, UI/UX design, database schema, front-end coding (with backend support from the Supabase SDK), RAG implementation, integration with AWS Bedrock, as well as deploying the front end to Vercel and the RAG API to AWS EC2, setup with tmux and nginx.

Supabase

// Work 04.

Achieved AWS GenAI Competency

Contributed to the team's achievement of AWS GenAI Competency by creating a GenAI application prototype and writing documentation on the app, Responsible AI, and more.

Pak Budhi's (Our Founder & CEO) post on LinkedIn:
https://www.linkedin.com/feed/update/urn:li:activity:7240212411373248514/

// Work 05.

ID Card/KTP OCR using AWS Textract

Build a API service to extract ID Card/KTP information from image using Python (FastAPI) and AWS Textract for customer PoC purpose.

The service would generated a JSON response like this:

{
    "nik": "",
    "nama": "",
    "tempat_lahir": "",
    "tanggal_lahir": "",
    "jenis_kelamin": "",
    "gol_darah": "",
    "alamat": "",
    "rt": "",
    "rw": "",
    "kelurahan": "",
    "kecamatan": "",
    "agama": "",
    "status_perkawinan": "",
    "pekerjaan": "",
    "kewarganegaraan": "",
    "berlaku_sampai": "",
    "tanggal_pembuatan": ""
}