YanoLint
P/01A web programming platform with an LLM-integrated language server that flags code vulnerabilities in real time.
Capstone / May 2026
FIG. 01 / MDDP
SYS ADMIN / SOFTWARE DEV
Mark David Prado
System administrator and software developer. I build and run systems that are secure and reliable.
System Administrator | Software Developer
01 / ABOUT
About
I'm Mark David Prado, a system administrator and software developer. I build systems that are secure, reliable, and useful.
I co-founded TalaSora Prime, where I work on infrastructure, automation, and projects. I'm also the backend developer at GRIDGO, handling development and DevOps. I contribute to open source and play CTFs.
02 / NOW
Now
- 01
Backend Developer
GRIDGO
Aug 2026 to Present
- 02
Co-Founder
TalaSora Prime
Jun 2026 to Present
- 03
Open Source Developer
Self-employed
Oct 2026 to Present
03 / PROJECTS
Projects
GRIDGO
P/02Print-and-deliver, from your phone to your door.
Backend Developer (main developer, DevOps) / Aug 2026 to Present
04 / OPEN SOURCE
Open Source
OWASP/
Highlightcve-lite-cli on GitHub (opens in a new tab)
OWASP project: a JavaScript and TypeScript dependency vulnerability scanner.
- #1394fix(debug): name the file and reason when a debug write fails (opens in a new tab)
Made the debug log and debug bundle write-failure warnings name the file and the underlying reason, so users can see what failed and why.
equinor/
neqsim on GitHub (opens in a new tab)
Equinor's library for fluid behavior, phase equilibrium, and process simulation.
online-go/
online-go.com on GitHub (opens in a new tab)
The web interface of Online-Go.com (OGS), a site for playing Go.
- #3836Reject Kibitz variation drafts from a previous room (opens in a new tab)
- #3835Fix rapid bot settings falling back to live settings (opens in a new tab)
- #3837Fix v2 bot board size ranges (opens in a new tab)
- #3908Kibitz: list preset rooms in definition order (opens in a new tab)
- #3947fix(kibitz): number variations that share a title (opens in a new tab)
- #3953fix(bots): drop Fischer initial_time from v2 ranges and guard missing ranges (opens in a new tab)
open-pencil/
open-pencil on GitHub (opens in a new tab)
An open-source design editor and Figma alternative.
- #1439fix(svg): put each explicit line of multiline text on its own baseline (opens in a new tab)
- #1440fix(svg): export solid fill and stroke opacity in sRGB (opens in a new tab)
- #1407fix(fig): save vector masks as OUTLINE (opens in a new tab)
- #1585fix(icons): keep nearly closed arcs when scaling inline SVG (opens in a new tab)
- #1802fix(automation): refuse save_file destinations that are not .fig (opens in a new tab)
- #1828fix(core): decode percent-encoded .pen image URLs (opens in a new tab)
- #1853feat(desktop): setting to skip the startup update check (opens in a new tab)
- #1854fix(core): honor viewBox origin for inline SVG in Design JSX (opens in a new tab)
quint-co/
quint on GitHub (opens in a new tab)
An executable specification language based on the temporal logic of actions (TLA).
itzg/
mc-image-helper on GitHub (opens in a new tab)
The helper tool behind the itzg/minecraft-server Docker image.
- #926Download GitHub release assets through the API asset URL (opens in a new tab)
- #919Add --forge-installer-url to install-forge (opens in a new tab)
- #934Add manifest-files command to print a manifest's file list (opens in a new tab)
- #938fabric: verify launcher jar and retry a corrupt download once (opens in a new tab)
dgunning/
edgartools on GitHub (opens in a new tab)
A Python library for reading and analyzing SEC EDGAR filings.
jason5ng32/
MyIP on GitHub (opens in a new tab)
An IP and network toolbox.
05 / AWARDS
Awards
Sep 2026Featured
National Champion and Top Scorer, Tron Cup 2026 Cyber Defense Exercise
Philippine Army, Tron Cup 2026
National champion with Team ZyBer, and top scorer among 52 national finalists, at the Philippine Army's Tron Cup 2026 Cyber Defense Exercise. Represented the Philippine Army 10th Infantry Division. Associated with the University of Southeastern Philippines.
Dec 2025
Hack4Gov 2025 Nationals, Wildcard representing Region XI
DICT
Oct 2025
Champion, Philippine Army Cyber Defense Exercise 2025, 10ID category
Philippine Army
Oct 2025
1st Runner-up and Top Individual Scorer, HackForGov 2025 Region XI
Jul 2024
1st Runner-up, Hack4Gov 3
06 / PUBLICATION
Publication
Proceedings of Engineering and Technology Innovation (PETI), Scopus-indexed
Real-time code vulnerability detection using a machine learning-integrated language server
2026. Volume 32, pp. 28-42
A Language Server Protocol tool with a Random Forest classifier that flags line-level vulnerabilities in the editor in real time, covering CWE-79, CWE-89, CWE-22, and CWE-434.
- Role
- Co-author and main developer of the language server.
- Authors
- Reyes, A. R. L., Prado, M. D. D., Suarez, R. B., and Villotes, R. N. A.
Reyes, A. R. L., Prado, M. D. D., Suarez, R. B., and Villotes, R. N. A. (2026). Real-time code vulnerability detection using a machine learning-integrated language server. Proceedings of Engineering and Technology Innovation, 32, 28-42. https://doi.org/10.46604/peti.2025.15065
07 / EXPERIENCE
Experience
Aug 2026 to Present
Backend Developer
Served as the main developer and handled DevOps for GRIDGO, a print-and-deliver platform.
Jun 2026 to Present
Co-Founder
TalaSora Prime (opens in a new tab)
Contributed to managing infrastructure and automation, and to developing projects.
Oct 2026 to Present / Remote
Open Source Developer
Self-employed
- Merged contribution to OWASP cve-lite-cli, an OWASP open-source security project.
- Merged contributions to equinor/neqsim, online-go/online-go.com, open-pencil/open-pencil, quint-co/quint, itzg/mc-image-helper, dgunning/edgartools, and jason5ng32/MyIP.
Part-time
Part-time Cybersecurity teaching
University of Southeastern Philippines
Teaches Cybersecurity part-time at USeP.
Jul 2025 to Dec 2025 / Internship, on-site
Intern (Cybersecurity)
University of Southeastern Philippines
Education
University of Southeastern Philippines (USeP)
- Bachelor of Science in Information Technology, 2022 to 2026
- Graduated Magna Cum Laude
08 / BLOG
Blog
No posts yet. Check back soon.
Go to the blog09 / CONTACT