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Ariel Sulton

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Mochammad Ariel Sulton
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About Me

Learn more about my background, expertise, and passion for AI innovation

A 5th semester Applied Data Science undergraduate student specializing in Artificial Intelligence, Data Science, Large Language Models (LLMs), Computer Vision, Autonomous Vehicles, and Full-Stack Web Development. Experienced in building end-to-end systems: data acquisition & processing, machine/deep learning modeling, ROS2 & IoT integration, web application development, and system observability & reliability. Passionate about AI-driven innovation with a rigorous, structured approach; proficient in EDA & inferential analysis, informative visualization, feature engineering, and model evaluation for data-driven decision-making. National-level competition winner and Google Student Ambassador 2025. Collaborative, impact-oriented, and quick to adapt to new technologies.

Politeknik Elektronika Negeri Surabaya

Applied Data Science Undergraduate Student

Politeknik Elektronika Negeri Surabaya

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Years Experience

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Projects Completed

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Awards Won

Technical Skills

Proficient in cutting-edge technologies across AI/ML, web development, and robotics

  • Data & ML/DL

    Plus iconPlus iconPlus iconPlus icon

    Python
    NumPy
    Pandas
    scikit-learn
    TensorFlow
    PyTorch
    MLOps
    MLFlow
    8 Technologies
  • Computer Vision

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    OpenCV
    YOLO
    TensorRT
    RKNN
    C++
    TensorFlow
    6 Technologies
  • LLM & RAG

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    LangChain
    Groq API
    Prompt Engineering
    Pinecone
    4 Technologies
  • Robotics/Edge

    Plus iconPlus iconPlus iconPlus icon
    ROS2
    MAVROS
    LiDAR
    GPS/IMU
    4 Technologies
  • Backend

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    FastAPI
    REST API
    Flask
    Airflow
    Supabase
    PostgreSQL
    6 Technologies
  • Frontend

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    Next.js
    React
    TanStack Start
    TypeScript
    JavaScript
    HTML
    CSS
    Tailwind
    8 Technologies
  • DevOps

    Plus iconPlus iconPlus iconPlus icon
    Docker
    Linux
    Git
    Grafana
    Prometheus
    GCP
    6 Technologies

Professional Experience

Building impactful solutions across AI, robotics, and web development

Google Indonesia logo

Google Student Ambassador

Google Indonesia

September 2025 - PresentIndonesia
Current

Google Student Ambassador working to improve AI literacy among university students and promote Google's AI technologies.

  • ▸Created 10 educational content pieces to improve AI literacy among university students
  • ▸Delivered hands-on sessions on Gemini AI and its five key features
  • ▸Produced content and supported the Google Student Ambassador Inauguration Event
Gemini AI
AI Education
Content Creation
Google Indonesia logo

Google Student Ambassador

Google Indonesia

September 2025 - PresentIndonesia
Current

Google Student Ambassador working to improve AI literacy among university students and promote Google's AI technologies.

  • ▸Created 10 educational content pieces to improve AI literacy among university students
  • ▸Delivered hands-on sessions on Gemini AI and its five key features
  • ▸Produced content and supported the Google Student Ambassador Inauguration Event
Gemini AI
AI Education
Content Creation
Politeknik Elektronika Negeri Surabaya logo

Environmental AI Researcher

Politeknik Elektronika Negeri Surabaya

August 2025 - PresentSurabaya, Indonesia
Current

Conducting research on AI applications for environmental monitoring, specifically mangrove health assessment using multispectral imagery and water quality data.

  • ▸Conduct monthly collection of water-quality measurements and multispectral drone imagery
  • ▸Research and build an AI pipeline for mangrove health assessment from the collected data
  • ▸Apply computer vision, time-series forecasting, and LLM-based summarization (RAG)
Computer Vision
Time-Series Forecasting
LLM
RAG
Drone Imagery
Environmental Data
Politeknik Elektronika Negeri Surabaya logo

Environmental AI Researcher

Politeknik Elektronika Negeri Surabaya

August 2025 - PresentSurabaya, Indonesia
Current

Conducting research on AI applications for environmental monitoring, specifically mangrove health assessment using multispectral imagery and water quality data.

  • ▸Conduct monthly collection of water-quality measurements and multispectral drone imagery
  • ▸Research and build an AI pipeline for mangrove health assessment from the collected data
  • ▸Apply computer vision, time-series forecasting, and LLM-based summarization (RAG)
Computer Vision
Time-Series Forecasting
LLM
RAG
Drone Imagery
Environmental Data
Asah led by Dicoding logo

Machine Learning Cohort

Asah led by Dicoding

January 2025 - PresentIndonesia
Current

Independent study program focused on machine learning and deep learning with comprehensive soft skills development.

  • ▸Completed independent study modules focused on machine learning and deep learning
  • ▸Strengthened soft skills via sessions on Personal Productivity, Growth Mindset, Flexing Under Pressure, Communication and Networking, Business Presentation, and Personal Branding
  • ▸Implemented a product recommendation system using popularity-based and collaborative filtering approaches
Machine Learning
Deep Learning
Recommendation Systems
Collaborative Filtering
Asah led by Dicoding logo

Machine Learning Cohort

Asah led by Dicoding

January 2025 - PresentIndonesia
Current

Independent study program focused on machine learning and deep learning with comprehensive soft skills development.

  • ▸Completed independent study modules focused on machine learning and deep learning
  • ▸Strengthened soft skills via sessions on Personal Productivity, Growth Mindset, Flexing Under Pressure, Communication and Networking, Business Presentation, and Personal Branding
  • ▸Implemented a product recommendation system using popularity-based and collaborative filtering approaches
Machine Learning
Deep Learning
Recommendation Systems
Collaborative Filtering
EEPIS Data Enthusiast (EDUST) logo

Mentor and Social Media Specialist

EEPIS Data Enthusiast (EDUST)

January 2025 - PresentSurabaya, Indonesia
Current

Community leadership role focused on expanding data science community engagement and mentoring students.

  • ▸Expanded community event reach and participation by 20% year-over-year
  • ▸Mentored the data science division for competitions held by the community
  • ▸Recorded and edited weekly community meeting videos
Data Science
Mentoring
Community Management
Video Editing
EEPIS Data Enthusiast (EDUST) logo

Mentor and Social Media Specialist

EEPIS Data Enthusiast (EDUST)

January 2025 - PresentSurabaya, Indonesia
Current

Community leadership role focused on expanding data science community engagement and mentoring students.

  • ▸Expanded community event reach and participation by 20% year-over-year
  • ▸Mentored the data science division for competitions held by the community
  • ▸Recorded and edited weekly community meeting videos
Data Science
Mentoring
Community Management
Video Editing
Penship EEPIS Roboboat Team logo

Head of Programming Division and Autonomous Systems Engineer

Penship EEPIS Roboboat Team

January 2024 - PresentSurabaya, Indonesia
Current

Leading software development for autonomous boat navigation systems with advanced sensor fusion and computer vision.

  • ▸Led the team's software roadmap, code-style standardization, and technical documentation
  • ▸Built a ROS2 stack for autonomous boat navigation with two control-method approaches
  • ▸Implemented obstacle avoidance via sensor fusion across camera (computer vision), GPS, and LiDAR
  • ▸Developed YOLOv11-based object detection and optimized inference & data pipelines
  • ▸Evaluated model performance and mitigated false positives (color similarity, thresholding, augmentation)
ROS2
Computer Vision
YOLOv11
LiDAR
GPS
Sensor Fusion
Autonomous Navigation
Penship EEPIS Roboboat Team logo

Head of Programming Division and Autonomous Systems Engineer

Penship EEPIS Roboboat Team

January 2024 - PresentSurabaya, Indonesia
Current

Leading software development for autonomous boat navigation systems with advanced sensor fusion and computer vision.

  • ▸Led the team's software roadmap, code-style standardization, and technical documentation
  • ▸Built a ROS2 stack for autonomous boat navigation with two control-method approaches
  • ▸Implemented obstacle avoidance via sensor fusion across camera (computer vision), GPS, and LiDAR
  • ▸Developed YOLOv11-based object detection and optimized inference & data pipelines
  • ▸Evaluated model performance and mitigated false positives (color similarity, thresholding, augmentation)
ROS2
Computer Vision
YOLOv11
LiDAR
GPS
Sensor Fusion
Autonomous Navigation

Featured Projects

Innovative solutions combining AI, web technologies, and robotics

Portfolio Website
Website

Portfolio Website

Personal Portfolio with TanStack Start

Modern portfolio website showcasing projects, skills, and professional experience.

TanStack Start
TypeScript
React
+2
Source Code
Tunarasa
AI/ML

Tunarasa

Inclusive Communication Platform for Public-Service Accessibility

Web application to assist people who are deaf or non-verbal in public-service settings. Winner of COMPFEST 17 AI Innovation Challenge.

🏆 1st Place - AI Innovation Challenge, COMPFEST 17
Next.js
FastAPI
Supabase
+6
Source Code
Webnify
Website

Webnify

Website Builder Platform using Web Templating

Software-as-a-service (SaaS) website builder targeting MSMEs with drag-and-drop functionality.

Next.js
PostgreSQL
Drizzle ORM
+2
Source Code
Ngumpulin
AI/ML

Ngumpulin

AI-Powered Plagiarism Detection Platform

Web application for plagiarism detection to support instructors in assessment, Semester 4 Capstone Project.

FastAPI
Grafana
MLflow
+3
Source Code
Food Dashboard
AI/ML

Food Dashboard

Dashboard for International Food Security Analysis

Developed a dashboard for international food security analysis.

R
Python
Next.js
+1
Source Code
Sales Dashboard
Website

Sales Dashboard

Business Analytics Dashboard

Interactive sales analytics dashboard for business metrics visualization and reporting.

PHP
JavaScript
CSS
+2
Source Code
Sentiment Analysis on Twitter (Bahasa Indonesia)
AI/ML

Sentiment Analysis on Twitter (Bahasa Indonesia)

Deep Learning for Indonesian Tweet Classification

Built LSTM and IndoBERT models to classify positive, negative, and neutral sentiments from Indonesian tweets.

Python
TensorFlow
LSTM
+3
Source Code
CNN Flower Classification
AI/ML

CNN Flower Classification

Convolutional Neural Network for Image Classification

Implemented a CNN to classify flower images into five classes using TensorFlow and Keras.

TensorFlow
Keras
CNN
+2
Source Code
Fraud Detection
AI/ML

Fraud Detection

Machine Learning for Anomaly Detection

Built a fraud-detection system combining unsupervised (clustering) and supervised (classification) algorithms.

Python
scikit-learn
Clustering
+2
Source Code
Lawana ASV
Robotics

Lawana ASV

Autonomous Surface Vessel

Developed ASV motion algorithms for Kontes Kapal Indonesia (KKI) 2024 competition.

🏆 Finalist - ASV Prototype Contest, KKI 2024
ROS2
YOLOv8
LiDAR
+4
Source Code
Jalavahana UASV
Robotics

Jalavahana UASV

Unmanned Autonomous Surface Vehicle for Offshore Survey

Developed UASV software for offshore data collection supporting wind-turbine site planning.

🏆 Awardee - PKM-KC Funding 2024
YOLOv4
Flask
Computer Vision
+2
Source Code
Finger Counter
AI/ML

Finger Counter

Real-time Hand Gesture Detection

Computer vision application for counting fingers using OpenCV and C++.

C++
OpenCV
Computer Vision
+1
Source Code
Showing 12 of 12 projects

Awards & Achievements

Recognition for excellence in AI innovation and technological development

Champion (1st Place)
1st Place

Champion (1st Place)

AI Innovation Challenge, COMPFEST 17 (Universitas Indonesia)

Won first place in the AI Innovation Challenge at COMPFEST 17 with Tunarasa, an inclusive communication platform for public-service accessibility.

September 2025

Student Award

Student Award

AI Innovation Challenge, COMPFEST 17

Received the Student Award at COMPFEST 17 AI Innovation Challenge for outstanding student achievement.

September 2025

Inauguration Event

Inauguration Event

Google Student Ambassador Inauguration Event, Google Indonesia

Participated in the Google Student Ambassador Inauguration Event to promote AI literacy among university students.

September 2025

Semifinalist
Semifinalist

Semifinalist

IoT Development Competition, Technocorner UGM 2025

Advanced to the semifinals of the IoT Development Competition at Technocorner UGM 2025.

June 2025

Finalist
Finalist

Finalist

Autonomous Surface Vessel Prototype Contest, Kontes Kapal Indonesia (Puspresnas)

Finalist in the Autonomous Surface Vessel Prototype Contest at Kontes Kapal Indonesia 2024 with the Lawana ASV project.

October 2024

Awardee

Awardee

PKM-KC Funding (Ministry of Education, Culture, Research, Technology Indonesia)

Received PKM-KC (Program Kreativitas Mahasiswa - Karsa Cipta) funding from the Indonesian Ministry of Education for the Jalavahana UASV project.

April 2024

Get in Touch

Let's connect and feel free to reach out for collaborations or just a friendly chat

© 2026 Mochammad Ariel Sulton. All rights reserved.