I am a critical thinker and problem solver, skilled at finding solutions in various fields, especially technology and the digital space. I am well versed in hardware and software, can learn new technologies quickly, and adapt easily to different tasks. I work well in a team or in a non-collaborative work setting with minimal supervision.
View ResumePython | Google Colab | CNN Deep Learning
This project uses deep learning to identify varieties of sugarcane to solve problems in the sugarcane industry of the Philippines. It uses the Convolutional Neural Network transfer learning to train and evaluate a model that can classify images. Skills learned in this project are optimization of hyperparameters and classification layer in deep learning, and Google Colab IDE.
Python | Image Processing | Hash Algorithm
This project is a reverse image search using image hash algorithm for the suggestion feature for the web store of a customized cake making shop. Skills acquired are programming in Python, PHP, HTML, CSS, and MySQL.
Python | C++ | Microcontroller | Microprocessor
This project creates and programs a device that sorts sugarcane according to its identified variety through sensors and mechanisms. Controlled mainly via Raspberry Pi computer connected to an Arduino Uno. Skills acquired are programming in Python, Tkinter, and C++ in a linux environment, and creating circuits and integrating sensors, input, and output devices.
Google Apps Script
Google Forms submissions are automatically converted to Google Docs or PDF following an exisitng format that can be forwarded automatically via Gmail. The skills acquired are programming using AppScript, usage and modification of various Google services, and managing data from the user to the dashboard.
Amazon Web Services EC2 and Route 53
This website that acts as my portfolio is deployed from an AWS EC2 instance routed using AWS Route 53 service. Skills acquired are deployment of the website in a virtual server running on linux and development on Node.js
neilsoneja@gmail.com