Experience Log

Career Trajectory
Nov 2025 - Present

Research Assistant - NLP Team 2

Netlab UI - Universitas IndonesiaDepok, ID

Spearheading research on AI Safety and Automated Red Teaming for Open-Weights LLMs. Co-developed 'JAILBREAK-R1', a resource-efficient Reinforcement Learning framework utilizing GRPO and Unsloth to democratize safety audits on consumer-grade hardware.

Mar 2025 - Dec 2025

Secretary Expert Staff

Ikatan Mahasiswa Elektro (IME FTUI)Depok, ID

Optimized administrative workflows and mentored junior staff in accountability reporting standards. Streamlined organizational documentation protocols.

Jul 2024 - Mar 2025

General Secretary

National Electrical Summit UI 2024Depok, ID

Managed external correspondence and standardized operational documents for a national-level engineering summit. Coordinated cross-divisional communication channels.

Education Protocol

Academic Database
2023 - 2027

Universitas Indonesia

Bachelor of Computer Engineering
Core ConcentrationEmbedded Systems, Hardware-Software Co-design, Industrial IoT.
Key CourseworkNetwork Eng (CCNA), FPGA Design (VHDL), OS, Data Structures.
LaboratoryDigital Systems & Embedded Networking Labs.
2020 - 2023

SMAN 1 Cikande

Mathematics & Natural SciencesTop 3 Rank
AcademicQuarterfinalist OKTAN ITB 2022 (National Chem), Math Olympiad.
Non-Academic1st Place Guitar Solo (District), 3rd Place Guitar Solo (Province).

Technical Proficiency

System Capabilities Loaded
ID: 01

LANGUAGES & CORE

Polyglot Programming Foundation

JavaScript
TypeScript
C
C++
C#
Java
.NET
Python
Assembly
ID: 02

WEB & GAME ENGINE

Frontend, Backend & Interactive 3D

Next.js 15
React
Vite
Node.js (Express)
JWT Auth
Socket.io
Prisma ORM
Unity 3D
Tailwind
ID: 03

DATA & INFRA

Database, Cloud & DevOps Architecture

PostgreSQL
PostGIS
Neon DB
MongoDB
Docker
Linux/Unix
Git
CI/CD
ID: 04

HARDWARE & SEC

Embedded Systems & Cybersecurity

ESP32
Arduino
FPGA (VHDL)
FreeRTOS
MQTT
BLE
LORA
Kali Linux
Wireshark
Packet Tracer
OWASP
System Archive // 01

Featured Projects

EventFlow: Crowd Safety Ecosystem
Access Data
System Architect & Full-Stack2025

EventFlow: Crowd Safety Ecosystem

A collaborative crowd safety platform integrating real-time tracking and AI reporting. Led the engineering team and drove development across Backend and Web Dashboard interfaces.

Core Technologies
Node.jsReact.jsSocket.ioPostgreSQLMapbox
View Details
Research Archive // 01

Scientific Research

JAILBREAK-R1: Gemma 3 Red Teaming
Access Document
AI Safety / Reinforcement LearningDec 2025

JAILBREAK-R1: Gemma 3 Red Teaming

Framework Red Teaming otomatis pertama yang memungkinkan pelatihan adversarial pada model Gemma 3 menggunakan hardware kelas konsumen (Tesla T4). Menggabungkan Unsloth 4-bit quantization dan algoritma GRPO untuk mengeliminasi kebutuhan memori Critic network yang masif.

Methodology / Stack
PythonPyTorchUnslothGRPOTRL
Read Full Paper

Let's Build Something Remarkable.

Passionate about tackling complex challenges in Embedded Systems, IoT, and Full-stack Development. Open to exploring opportunities that push technological boundaries.

Current Availability
Seeking Full-time Internships
Research Collaborations
Freelance Projects