HelloI'm
AndrewNathanaelD
AI/ML Engineer
Building end-to-end AI systems — from custom-trained deep learning models (YOLOv8, PyTorch, MediaPipe) to production-ready FastAPI backends and responsive React/Next.js dashboards.
Computer Vision & Deep Learning
Custom PyTorch & YOLOv8 model training (SIPETANI 32 disease classes at 80–94% accuracy), OpenCV, MediaPipe rPPG stress detection, and Scikit-learn modeling.
Data Science & Applied ML
Predictive conversion modeling, BVP signal processing, HackerRank certified problem-solving algorithms, applied statistics, and technical instruction.
FastAPI & Full-Stack Web
Asynchronous Python FastAPI microservices, JSON inference pipelines, image upload processing, relational DB design, and responsive React/Next.js UI.
AI/Software Projects
Best Model Accuracy
GPA / 4.00
Students Mentored
EXPERIENCE & BACKGROUND
Work Experience
Professional AI/ML engineering, software development, and instructor contracts.
AI/ML Engineer
Self-Employed | Freelance
Feb 2026 – Present
Delivered 8 end-to-end AI/software projects, engineering custom computer vision applications with advanced image processing and deep learning, and owning the full project lifecycle from data preprocessing through production integration.
Built a predictive model that helped increase product sales conversion for a client, complementing broader statistical data analysis and interactive dashboards that communicated insights clearly to stakeholders.
UrbandigitalHUB
Software Engineer | Contract
Sep 2025 – Feb 2026
Built and deployed 2 scalable, multi-platform web applications with a user-friendly, responsive interface, increasing customer engagement while optimizing the underlying database systems within strict timelines.
Mentored 3 students in web development, translating programming concepts and database architecture into practical lessons that accelerated their technical growth.
HIMATIK-PNUP
Web Development Bootcamp Instructor | Contract
Mar 2025 – Jan 2026
Designed and delivered a structured web development curriculum (HTML/CSS, JavaScript, and database fundamentals) for bootcamp cohorts, pairing lectures with hands-on coding labs.
Provided one-on-one mentorship and code review to bootcamp participants, guiding beginners from fundamentals to deploying their first full-stack projects.
Organization Experience
Creative media leadership, visual content strategy, and team coordination.
KMK-PNUP
Visual Media Strategy & Creative Leadership
2024 — 2026
Led creative team & visual media strategy for institutional organization events and digital publishing.
Boosted social media follower growth by +45% on Instagram & TikTok, and increased overall video view metrics by +34%.
Education & Credentials
B.S. Informatics Engineering degree, teaching mentorship, and technical certifications.
PNUP
Politeknik Negeri Ujung Pandang
2023 — Present
Undergraduate student with high academic performance (GPA: 3.78 / 4.00). Specialized coursework in Machine Learning, AI, Applied Statistics, Data Structures & Algorithms.
Certifications & Teaching: HackerRank Problem Solving (2026), HIMATIK Web Dev Instructor (2026), KMK Problem Solving Instructor (2025).
Informatics Engineering Graduate Turned AI/ML Engineer
Hands-on experience designing and shipping end-to-end AI systems from machine learning models to production-ready full-stack applications turning research and data into real, usable products.
- Computer Vision & Deep Learning - YOLO, PyTorch, TensorFlow, OpenCV, MediaPipe, Pandas, NumPy
- Backend & Full-Stack - FastAPI, ReactJS, NextJS, REST API design
- Data & Delivery - Statistical modeling, dashboarding, Git/GitHub, end-to-end project ownership
Andrew Nathanael D.
AI/ML Engineer