Hi, my name is
Eggi Satria.
AI Engineer who likes making computers see things
I build AI that works outside the notebook: computer vision that counts guavas on a conveyor, RAG that reads court rulings, and the occasional automation that saves someone a boring afternoon. Right now I'm interning at Telkomsel in Jakarta.
About Me
Hi, I'm Eggi. I'm an AI Engineer from Bandar Lampung, and these days I'm based in South Jakarta as an intern on the MyTelkomsel Innovation Enablement team at Telkomsel.
Before that I spent a few months at Great Giant Foods building GuavaCam, a system that counts, sizes and weighs guavas from camera images on a packing-house conveyor. I also finished my Data Science degree at ITERA, with a thesis on tracking helmet violations using YOLOv8 and ByteTrack.
Most of my work sits somewhere between computer vision, LLM apps and data engineering. I was a finalist in the AngelHack PAN-SEA AI Developer Challenge with CourtSight, a legal research platform built on RAG. I've also read a lot of Indonesian family cards for Indodoc Vision, which is less glamorous but taught me plenty about VLM hallucinations.
Toolkit: Python, PyTorch, YOLO, OpenCV, LangChain and LangGraph, FastAPI, PostgreSQL with pgvector, Docker, and Next.js when I need a face for it.
Here are a few technologies I've been working with recently:
- ▹FastAPI
- ▹OpenCV
- ▹RAG & LLM Apps
- ▹Docker
- ▹PostgreSQL
- ▹LangChain & LangGraph
- ▹Python
- ▹YOLO
Where I've Worked
MyTelkomsel Innovation Enablement Intern @ Telkomsel
Sep 2026 - Present
- ▹• On-site internship in South Jakarta with the MyTelkomsel Innovation Enablement team
Some Things I've Built
Featured Project
SmartCampus Vision: Real-time Helmet Violation Tracking
My thesis project: a real-time pipeline that detects and tracks motorcycle helmet violations with YOLOv8 and ByteTrack, then feeds a PostgreSQL star schema and a live Grafana dashboard for campus traffic analytics.
Featured Project
GuavaCam: AI Guava Counting, Sizing and Weighing
Computer vision system for a guava packing house. It counts, sizes and estimates the weight of fruit from camera images on a 3-lane conveyor, built during my AI Engineer role at Great Giant Foods.
Featured Project
OilPalmVision.ai : Automating Oil Palm Census
OilPalmVision is an AI SaaS platform designed to automate oil palm tree census and Management. By leveraging YOLOv8 computer vision and geospatial processing, it transforms drone and satellite imagery into actionable plantation insights, including precise tree counts, GPS coordinates, and Stand Per Hectare (SPH) metrics
Featured Project
IndoDoc Vision: Automated Kartu Keluarga Extraction with State-of-the-Art A
IndoDoc Vision is a pipeline designed to extract structured JSON data from Indonesian Family Card (Kartu Keluarga) documents. By integrating YOLOv8, U-Net, and Gemini VLM, the system achieves >95% field-level accuracy.
Featured Project
TrafficSense: AI-Powered Smart Traffic Analytics for Urban Area
A real-time traffic density analysis system for Malang City intersections that integrates Edge Intelligence (YOLOv11 & ByteTrack) with Kappa Architecture (Apache Spark & Kafka) to deliver high-precision insights on resource-constrained hardware
Featured Project
Courtsight - Indonesia Supreme Court AI Agent
CourtSight is a revolutionary AI-powered legal intelligence platform designed to democratize access to legal information in Southeast Asia. The platform transforms complex Supreme Court decision documents into searchable and understandable insights, making justice more transparent and inclusive.
Other EgiStr Projects
MeGA - Mindset-based e-Guidance and Analysis Platform
Mindset-based e-Guidance and Analysis Platform for schools — onboarding, assessment, modules, daily check-in, early-warning system, counseling, and progress tracking across 5 roles.
Pinjam Ruang KM ITERA
Room booking system for ITERA student organizations (KM). Streamlines reservation workflow with approval system.
IMB Tubes — ITERA Lost & Found
Lost and found platform designed for ITERA students to easily report and recover lost items on campus.
Certifications
datacamp
Associate Data Engineer
ID: DEA0017413863631
datacamp
AI Engineer for Data Scientists ASSOCIATE
ID: AEDS0010969367235
coursera
Analitik Data Google
DBAcademy
Database Administrator
DBAcademy
Database Developer
dicoding
Profesisonal Google Analisis Data Program Baparekraf Digital Talent Tahun 2022 Tahap 2
Get In Touch
I'm currently open for new opportunities and my inbox is always open. Whether you have a question, want to collaborate on a project, or just want to say hi, I'll try my best to get back to you!