memgonzales Goto Github PK

followers: 9.0 following: 4.0 repos: 42.0 gists: 0.0

Name: Mark Edward M. Gonzales

Type: User

Company: @bioinfodlsu, @dlsudatasci, @dlsucomet, De La Salle University

Location: Philippines

Hello 👋 I'm Mark Edward

I am a Bachelor of Science – Master of Science in Computer Science (Honors) student at De La Salle University, Manila, Philippines. I enjoy working on challenges that bring together AI and applied computing.

I have had the opportunity to work on projects with the International Rice Research Institute and the Department of Science and Technology. In 2023, I was conferred the second prize in the Magsaysay Future Engineers/Technologists Award by the National Academy of Science and Technology of the Philippines. Here are some of my recent publications:

🧬 Bioinformatics
- Web dashboard and bioinformatics pipeline for rice genome analysis
  GigaScience (Code)
- Predicting which bacteria are attacked by "good" viruses using protein language models
  PLOS ONE (Code | Paper)
👁️ Computer Vision
- Lightweight deep learning model for detecting mirrors and reflective surfaces
  2023 International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision (Code | Paper)
🗣️ Natural Language Processing
- Tracking the evolution of Filipino word meanings using sentence embeddings and network science
  2023 International Conference on Asian Language Processing (Code | Paper)
🛢️ Database Design and Data Visualization
- Transforming chatbot dialogues into a data mart schema for data visualization
  2023 Philippine Computing Science Congress (Paper)

I have also worked on software engineering projects:

🎨 Artemis. An art-sharing Android app where the community of users can post, bookmark, and provide feedback on members' works, as well as share these artworks on their Facebook accounts
⛽ Powerzone Inventory. A web-based inventory, transaction, and delivery management system for a fuel company in Bicol, Philippines

Apart from coding, I am passionate about sharing and learning bits and bytes about tech. Since 2017, I have been a mentor for the Asian MathSci League, Inc. (AMSLI), an organization that trains and selects representatives for international math and informatics competitions. I designed the curriculum and wrote handouts for its advanced programming classes.

In 2022, I founded the DLSU Association for Computing Machinery (ACM) Student Chapter to promote activities for fellow students interested in research and applied computing.

I also enjoy competitive programming. In the 2022 International Collegiate Programming Contest (ICPC) Asia-Manila Regionals, our team ranked fifth and was recognized as the top Philippine team and the first to solve a problem.

Mark Edward M. Gonzales's Projects

aiep-capture-the-flag-test

aiep-python-scratch

Materials for the AMSLI Informatics Enrichment Program (AIEP), a training program for students representing the Philippines in international computational thinking and informatics contests

aniframe-language

Domain-specific language for two-dimensional drawing and frame-based animation for novice programmers

artemis-art-app

Art-sharing Android app where the community of users can post, bookmark, and provide feedback on members’ works, as well as share these artworks on their Facebook accounts

assembly-x86-risc

Assortment of programming exercises in assembly: (1) x86 programming, (2) x86-to-C interfacing, and (3) RISC-V programming

automation-testing-selenium-robot

Exercise on automation testing of web apps via Selenium IDE and RobotFramework

binary-multiplication

Interactive website for demonstrating or simulating binary multiplication via pencil-and-paper method, Booth's algorithm, and extended Booth's algorithm (bit-pair recoding)

blind-pathfinder

Intelligent system demonstrating the application of search strategies in the context of mostly-uninformed pathfinding in an environment with obstacles

competitive-programming

cpu-scheduling-algos

cv-group-notebooks

Compilation of activities and projects given to members of the Computer Vision Group

data-viz-health-chatbot

hdl-flip-flop

Compilation of Verilog behavioral models and test benches for the four types of flip-flops (SR, JK, D, and T)

imdb-distributed-db

imdb-olap

k-means-clustering

krafts-by-kat

Software solution (web application) for Krafts by Kat, an online retail business founded in 2017 that provides customized corporate giveaways to clients

linquiztics

Language learning web application that allows users to create their own quizzes and to answer those made by the community of users. Features incentivization dynamics designed to gamify learning through customized quiz suggestions, experience points, streaks, leagues, and a global leaderboard.

lyrid-training

Compilation of the activities and projects given to probationary Lyrids of the Center for Complexity and Emerging Technologies (COMET) as partial requirement for promotion to cohort membership

medical-expert-ehrlich

Backward-chaining medical expert system that specializes in selected autoimmune diseases and employs MYCIN-style computations to handle uncertainty

memgonzales

meta-learning-clustering

Presented at the 2022 IEEE Region 10 Conference (TENCON 2022). Our main contribution is twofold: (1) the construction of a meta-learning model for recommending a distance metric for k-means clustering and (2) a fine-grained analysis of the importance and effects of the meta-features on the model's output

min-edit-distance

mirror-segmentation

Presented at the 2023 International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision (WSCG 2023). Lightweight mirror segmentation CNN that uses an EfficientNet backbone, employs parallel convolutional layers to capture edge features, and applies filter pruning for model compression

memgonzales Goto Github PK

Hello 👋 I'm Mark Edward

Mark Edward M. Gonzales's Projects

Recommend Projects

Recommend Topics

Recommend Org