Muhammad Naufal Aqil
@muhammadnaufalaqil
I build production-ready AI data pipelines for spatial analysis, computer vision, and healthcare applications.
What I'm looking for
I've processed large-scale 2D, 3D, and 4D LiDAR point cloud data for Xiaomi's autonomous driving project at KUPU, maintaining high-fidelity quality and resolving anomalies for production-ready AI pipelines.
I've also built a cataract image classification system and a drug recommendation web service for acute pharyngitis, using Python, Random Forest classifier chains, ETL, and FastAPI. My Medical Informatics background supports my focus on healthcare data management, AI for medical diagnosis, spatial data analysis, and computer vision.
Experience
Work history, roles, and key accomplishments
Freelance Data Specialist
KUPU
Mar 2026 - Present (5 months)
Processed and analyzed large-scale 2D, 3D, and 4D LiDAR point cloud datasets for Xiaomi's autonomous driving project, ensuring high-fidelity data quality. Successfully passed performance probation by exceeding daily data processing and quality control targets.
Machine Learning Student
Dicoding
Jul 2025 - Jan 2026 (6 months)
Mastered Machine Learning and Deep Learning workflows using Python for complex dataset analysis. Collaborated in teams to implement predictive modeling solutions for real-world case studies.
Data Science Intern
Bukit Vista
Jul 2025 - Jul 2025 (0 months)
Developed a medical image classification system for cataract detection using Deep Learning. Managed the full data pipeline, including image preprocessing, feature extraction, and model evaluation.
Quality Control Intern
Mebel International
Dec 2021 - Mar 2022 (3 months)
Managed and validated daily manufacturing quality datasets using Microsoft Excel to track and report production trends.
Education
Degrees, certifications, and relevant coursework
Universitas Teknologi Yogyakarta
Bachelor of Science, Medical Informatics
2022 - 2026
Pursuing a degree in Medical Informatics with a focus on Healthcare Data Management and AI for Medical Diagnosis.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Portfolio
github.com/Naufal22Job categories
Skills
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