David Samuel

David Samuel

Data Enthusiast, Computer Science Undergraduate.

Hello! My name is David and welcome to my website. I'm a Computer Science Undergraduate at Binus University. I have a strong passion for the field of Machine and Deep Learning and am highly self motivated to constantly improve my skills and knowledge in the field. I like to work on projects on my sparetime and I believe that it's the best way to learn something new. I hope that you enjoy the articles I posted, cheers✌️.

Recent Post

Building a Hybrid Recommendation System for Amazon

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In this project I’ll be creating a hybrid collaborative-filtering content-based recommendation system for Amazon Product using Tensorflow Keras API.

Tags: Deep Learning | Recommendation System | Tensorflow Keras | Word2Vec

License Plate Super Resolution

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On my 5th semester in Binus University I took a Computer Vision course and for the final project me and my 2 teammates chose to build a super-resolution model (GAN) to enhance blurry unreadable linense plate into readable ones (License Plate Image Enhancer). Although this topic is quite advanced for the course at the time I found it interesting and so we decide to pursue it.

Tags: Computer Vision | Deep Learning | GAN | FastAI (PyTorch)

Wheelchair Ramps Classification

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On 25th April I took my Data Science Professional Certification from Data Camp, after going through several skill assessments in Python, Statistics, SQL, and Machine Learning along with a coding challenge in data management and exploratory analysis using python I was given this case study as my final project in which I have 24 hours to complete it and present my findings in a video format. I’ve made some improvements after submitting the project, particularly in the hyperparameter tuning section.

Tags: Classification | Machine Learning | Certification | DataCamp