Hi, I'm Edo Bagus

Software & AI Engineer Backend & Data.

I'm a fresh IT graduate from Universitas Gadjah Mada who builds backends and AI systems. I trained a crash-detection model to 99.5% recall, built a RAG recipe engine, and shipped a rental SaaS that 10 businesses now use.

View my work Get in touch

Yogyakarta, Indonesia

Eduardus Bagus Wicaksono, Software & AI Engineer based in Yogyakarta, Indonesia
Open to work
10+
projects shipped
2
competition wins
3
AI / ML systems
3.80
GPA / 4.00

Selected work

Things I've built

RideGuard — Backend & AI Engineer

RideGuard

99.5% recall

Backend & AI Engineer · 2025

An IoT device that spots a motorcycle crash as it happens and texts the rider's GPS location to emergency contacts over GSM. It still works with no internet.

  • Decision Tree
  • STM32
  • Python
  • IoT
  • DSP
Backend Demo
Wi-Fi CSI People Counting — Lead Researcher & First Author

Wi-Fi CSI People Counting

93.6% accuracy

Lead Researcher & First Author · 2025

A system that counts the people in a room from Wi-Fi signals alone. No cameras, no wearables. I benchmarked six ML models on Wi-Fi 6 hardware.

  • PyTorch
  • 1D CNN
  • ESP32-C6
  • Signal processing
Dataset Code
Avaelo — CPO & Full-stack Developer

Avaelo

10 businesses live

CPO & Full-stack Developer · 2025

A SaaS that lets rental businesses take bookings online instead of over chat. Each vendor gets a storefront, a live calendar, payments, and an operations dashboard.

  • Go
  • Next.js
  • PostgreSQL
  • Mayar
Live Instagram

MatriX

1st Runner-up · Siemens NGSC

AI Engineer · 2025

A design that routes warehouse robots (AGVs) through a Siemens factory using a digital twin. I built SmartPath, the routing brain, with reinforcement learning (Deep Q-Network).

  • Reinforcement Learning
  • Digital Twin
  • AGV
  • RTLS

CulinaCraft

Team Lead · Backend & AI Engineer · 2025

A Cookpad-style recipe platform with an AI generator. Tell it your ingredients; a RAG pipeline pulls related recipes and Llama 3.3 70B writes a new one with nutrition estimates.

  • RAG
  • FastAPI
  • Groq / Llama
  • Next.js
  • Docker
Repo

LeafLove

Backend Engineer & AR Developer · 2024

An Android plant-care app with a plant encyclopedia and an AR view. I built the backend and the ARCore feature that drops a plant into your camera.

  • Kotlin
  • ARCore
  • Firebase
  • Jetpack Compose
Repo APK

KKN · Langkara Talambo

Full-stack Developer (solo) · 2025

A full-stack site for a UGM community-service team, built solo. Every member publishes their fieldwork as an article, filed under the programme's clusters and searchable by author, topic, and date.

  • Next.js
  • MongoDB
  • GSAP
  • Vercel
Live Repo

SRE UGM

Full-stack Developer · 2025

A bilingual profile site for the Society of Renewable Energy UGM, with a nested sub-site for Revogy, the org's annual renewable-energy event, down to its case-competition page.

  • Next.js
  • Tailwind
  • i18n
Live

Skills

The toolkit

Python
TypeScript
Go
Kotlin
PyTorch
scikit-learn
FastAPI
Next.js
React
Node.js
Tailwind
PostgreSQL
SQL
MongoDB
Tableau
Firebase
Docker
Android
Supabase
Vercel
Git
Godot

AI / ML

  • Retrieval-Augmented Generation (RAG)
  • LLM APIs: Groq/Llama, Claude, GPT
  • Reinforcement Learning (DQN)
  • CNN / LSTM, Decision Trees, XGBoost

Engineering

  • REST APIs & backends (Go, FastAPI, Node)
  • ETL & data pipelines
  • AR (ARCore)
  • Signal processing, IoT sensor data