Mark Portfolio

Certifications & Licenses

Industrial Bootcamp | Feb 2026

TOYOTA Software Engineer Bootcamp

Toyota Motor Manufacturing Indonesia & STEI ITB

2nd Winner (Juara 2) & Top 25 Best Participant in Industrial Class

Coding Camp | 2026

Dicoding / DBS Foundation Coding Camp

Dicoding Indonesia & DBS Foundation

Completed Courses in Basic Web Programming, Basic JavaScript, and Front-End Web Development.

Cloud & AI Badges | 2025

Google Cloud Skills Boost

Google Cloud Certified Skill Badges

Cloud Computing Foundations, BigQuery ML Machine Learning Models, & Secure Google Cloud Networks.

Robotics Certification | 2021

Universal Robots Academy

Universal Robots Singapore

Certified Completion across Core, Professional, & Application Robotics Tracks.

Awards & Achievements

2nd Place - Toyota Software Academy 2026

2nd WINNER (2ND PLACE) – PT Toyota Motor Manufacturing Indonesia (29 June 2026).
BEST FINALIST – Expertise Exhibition (Feb – 25 June 2026).
BINUS Representative

1st World Champion GBWC

Gunpla Builders World Cup (GBWC) 2018, International - World Final, Tokyo, Japan.
Indonesia Representative for World Championship.

Mahasiswa Berprestasi (2023-2025)

BINUS University Outstanding Student Appreciation Day 2024 & 2025.
Mahasiswa Berprestasi BINUS ASO 2023.

PILMAPRES BINUS 2025

Finalist PILMAPRES BINUS 2025 & BINUS ASO Faculty Winner.

Gunpla Builders World Cup (GBWC)

1st Indonesia Champion 2018, 2019, 2023.
2nd Winner Indonesia 2017, 2024.
Indonesia Representative Japan 2018, 2023.

Indonesia Robotic Olympiad (IRO)

2nd Winner Indonesia Robotic Olympiad 2019, held by Institut Teknologi Sepuluh Nopember (ITS) Surabaya.

IBMLB Winner 2021

Winner of Indonesia Bangkit Muda Luar Biasa 2021, held by Universitas Surabaya & Suara Surabaya FM.

1st Winner SSEG

1st Winner Student Stock Exchange Games (SSEG) 2022, held by Petra Christian University.

Math & Science Olympiads

Grand Champion International Applied Science Olympiad (IASO) 2021.
1st Champion GBMO 2021/2022, Winner TIMO & HKIMO.

Featured Projects

TOYOTA Software Academy 2026 | 2nd Winner (2nd Place) & Best Finalist

DRAVIXA - Dynamic Robot Assistant for Vehicle Intelligence & Xperience Analysis

An AI-powered dashboard assistant robot co-pilot that monitors driver mood & fatigue in real-time to prevent microsleeps and enhance driving safety. Awarded 2nd Winner (Juara 2) & Best Finalist in TOYOTA Software Academy Indonesia 2026. Features dynamic 2-axis servo physical robot, Jetson Orin Nano edge-AI deployment, LLM voice interaction, MediaPipe computer vision, AMOLED display, and ReSpeaker mic array.

Juara 2 TSAI 2026 AI Co-Pilot Jetson Orin Nano LLM & MediaPipe Autodesk Inventor 3D Printing

BRIN Smart Mechatronics Project | Feb - June 2026

IoT-Based Smart Gas Data Collector and Monitoring Platform

Developed an edge-to-cloud IoT architecture using Raspberry Pi 4 for real-time analysis of hydrogen (H2) purity and mass flow in enzymatic bioreactors. Integrated 6 multi-parameter industrial gas sensors (CO, CO2, O2, CH4, H2S, H2) via RS485/Modbus RTU & I2C, server-side Python Ideal Gas Law algorithms, local SSD ring-buffering, and Firebase Realtime Database for 24/7 remote monitoring.

Raspberry Pi 4 Modbus RTU / RS485 Python & Gas Law 6-Gas Sensor Array Firebase Realtime DB

University Project | Sept 2025 – Jan 2026

Punguters – Autonomous Trash Picking & Sorting Robot

An autonomous mobile trash-picking and sorting robot designed to automatically collect and segregate waste in public spaces. Integrates Jetson Nano edge-AI with YOLOv8n computer vision for real-time classification across 6 waste categories (cardboard, glass, metal, paper, plastic, biodegradable), Mecanum omnidirectional wheels driven by Arduino Mega with PID control & optical encoders for precise 90° turns, custom 3D-printed parallel gripper & robotic arms powered by MG996R servos, ToF VL6180X proximity sensors, MPU6050 gyroscope balance system, and XL4016E1 200W step-down power distribution.

Jetson Nano & YOLOv8n Arduino Mega & PID Mecanum Wheels 6-Category Waste AI 3D Printed Gripper ToF & MPU6050

Autonomous Fire-Fighting Robot

Led the end-to-end development of a robot that autonomously navigates complex environments, detects fire with multi-sensor fusion (3-Ultrasonic array, Gyro, MQ-2, ToF), and extinguishes it using a vision-guided auto-aiming pan/tilt turret on ESP32-CAM paired with a 360° rapid scanning servo.

C++ State Machine ESP32-CAM Auto-Aim Sensor Fusion

RAISE - Robotic Advance Irrigation System

Individual project for IEEE R10 Competition. An eco-friendly robotic irrigation system conserving water and energy through gravity-powered drip control, soil moisture sensing, ultrasonic tank monitoring, and a Photoresistor light sensor that automatically disables nighttime watering when photosynthesis is inactive.

Arduino Uno Photoresistor Night-Cutoff Autodesk Inventor

VBCEFD - Voice-Based Car Engine Fault Detection

Software-based diagnostic system detecting car engine faults (Toyota Avanza 1.3L 4-cylinder) from real-time sound data. Utilized MFCC & FFT audio signal processing in MATLAB/Simulink and trained an SVM Machine Learning model, achieving 99.94% training accuracy and 94.74%–100% testing accuracy in classifying normal, knocking (detonation), and whistling belt faults.

99.94% ML Accuracy MATLAB & Simulink MFCC / FFT Sound DSP SVM Model

ARCS - Automated Rapid Commuter System

Logic-based automation project simulating computational decision-making using only electronic components (Timer 555 ICs, logic gates, relays) with zero microcontrollers or software programming allowed.

Analog & Digital Electronics Multisim Prototyping Autodesk Inventor

Trophy/Medal Design and Production – INNOVEDU

Freelance project commissioned by INNOVEDU to design and fabricate custom 3D trophies for national and international Olympiads (GBMO, IASO, WSSO, MABO).

Autodesk Inventor (CAD) 3D Printing Airbrushing

Automated Hooke’s Law Experiment Device

Automated physics lab experimental device to measure spring constant (k) based on Hooke’s Law using Arduino, TOF distance sensor (1mm precision), and LCD display.

Arduino Uno ToF Sensor (1mm Precision) Physics Lab Automation

Automated Torque and Parallel Force Experiment System

Physics experiment setup combining Arduino Uno, 2 high-precision load cells, 2 ToF sensors, and modular 3D printed parts (0.1mm layer height) compatible with PASCO lab equipment.

Arduino & Load Cells 3D Printing (0.1mm) Sensor Integration

4‑Digit Seven‑Segment Display Counter

Fully-digital FPGA implementation of a four-digit counter (0000–9999) using a Basys3 board, BCD counters, and 240Hz rapid multiplexing for flicker-free display.

FPGA Basys3 Verilog HDL Digital Systems

Professional Experience

Artificial Intelligence Engineer Intern

TOYOTA MOTOR MANUFACTURING INDONESIA (TMMIN), Karawang | ONSITE | August 2026 – present

Capability Center Division, Future Skill Development Department.

Research Intern & IoT Development

BRIN (Badan Riset dan Inovasi Nasional) Smart Mechatronics, Bandung | ONSITE | Feb 2026 – June 2026

Engineered a robust edge-to-cloud IoT architecture using Raspberry Pi 4 to aggregate concurrent data from multiple industrial-grade sensors via RS485/Modbus RTU and I2C protocols. Developed server-side Python algorithms incorporating the Ideal Gas Law for real-time temperature and pressure compensation. Implemented dual-layer data logging (local SSD ring-buffering & Firebase Realtime Database) for 24/7 remote monitoring of enzymatic bioreactors.

Software Engineer

TOYOTA SOFTWARE ACADEMY INDONESIA (TSAI) | HYBRID | February – June 2026

Selected from 500+ nationwide candidates for automotive Software program; trained in vehicle architecture, CAN bus embedded systems, and industrial AI/ML implementation at Toyota's Karawang plant (TMMIN). Led hardware +Software of 20M IDR-funded research project on “An AI-powered dashboard assistant robot that acts as a proactive and empathic copilot" to 2nd Winner TSAI.

Trophy Designer & Manufacturer

INNOVEDU | Remote Work | Dec 2024 – Present

Designed and produced custom 3D-printed trophies and medals for international academic competitions (GBMO, IASO, WSSO, MABO). Managed the end-to-end process from Autodesk Inventor CAD modeling to 3D printing and airbrush finishing.

Judge – Gunpla Student Tournament

BINUS ASO School of Engineering | 15th March 2025

Selected as a panel judge for the Gunpla Student Tournament. Evaluated student projects based on creativity, craftsmanship, posing, and photography quality while providing constructive feedback.

International Judge – GB Master Championship

Petra Christian University| May 2021 – Aug 2021

Served on an international judging panel alongside 4 foreign judges, evaluating hundreds of international entries based on concept, craftsmanship, painting, and photography.

Photographer & Videographer

VEREM FX | Part-Time| Jan 2018 – 2020

Captured high-quality photography and videography for corporate and private client events, managing post-production editing for optimal deliverables.

Organization Experience

President Club, GUNPLA BASE Club

BINUS ASO School of Engineering
September 2024 - Present

Created club programs, conducted Gunpla customization workshops, and tutored members in model building.

Teaching & Tutor Division, BASECORE Robotics Learning

BINUS ASO School of Engineering
September 2023 - Present

Delivered weekly lectures and practical sessions to students in robotics and automotive engineering fundamentals.

Member, BASECORE Robotics Research