Hi, I'm Davin Neilson

AI Engineer & Full Stack Developer specializing in building intelligent applications that bridge the gap between cutting-edge AI and seamless user experiences.

About Me

I'm passionate about leveraging artificial intelligence to solve complex problems and create innovative solutions. With expertise in both AI/ML and full-stack development, I build end-to-end intelligent applications.

AI & Machine Learning
Frontend Development
Backend & Database
DevOps & Mobile Application

Experience

My journey in AI engineering and full-stack development

Software Engineer
Feb - Jun 2025
R17 Group

Leading the development of a healthcare project integrated with Dimensy - An E-Signature provider

Research Assistant
2024 - 2025
Binus International

Designed and implemented CNN Models fine-tuned with Autoencoder to compare their performance. As well as, using LLM API to measure algorithm bias of a scenario.

Teaching Assistant
2024 - 2025
Binus International

Taught the fundamental of building a website using HTML, CSS, and Javascript and has a passing rate of 97%.

Web Developer
2023 - 2024
JAM Official

Developed a hangout app to help planning schedule for users easily. The pre-registration campaign successfully reached over 50+ users, demonstrating early user interest and adoption.

Featured Projects

AI-powered applications and full-stack solutions I've built

Comparing Fine-tuned Classification Models with/without AutoencoderFeatured
Comparing Fine-tuned Classification Models with/without Autoencoder
AI/MLWeb Dev
This research explores the combination of autoencoders and classification models to classify radiology scans, evaluating both accuracy and speed using three training setups.
Leafty - Supply Chain SystemFeatured
Leafty - Supply Chain System
Web Dev
Collaborative Task Management System designed to digitize and streamline the Moringa leaf supply chain, enabling accurate tracking of raw materials from scattered production centers to the main warehouse.