Portfolio

Building useful systems from security, data, and machine learning.

I'm Ishan Jha, known online as Jupiterian. I'm a high school student focused on computer science, CyberPatriot, and real-world data projects—from cybersecurity hardening to ATP tennis ranking analytics and applied ML research.

CyberPatriot National Finalist
400+Project NexTech volunteers supported
18Countries reached through STEM teaching
50+Years of ATP rankings analyzed

Leadership

Leading technical communities with measurable reach.

I enjoy combining technical work with education and community building, especially when it helps other students discover cybersecurity, programming, and emerging areas of technology.

Project NexTech Executive Committee Member

2025 – Present · Part of the executive committee helping manage a 400-member student-led international STEM organization that has taught 1,800+ students across 18 countries.

LeadershipSTEM outreachWorkshops

Competitions

Cybersecurity and science competition experience.

CyberPatriot and CTFs

2023 – Present · CyberAegis Team

  • 2× National Finalist (CP 17, CP 18)
  • 2nd place at CyberPatriot 17 National Finals, middle school division, out of 700+ teams
  • 1st place in CyberPatriot Semifinals Open Division (CP 18)
  • 3rd place at CyberPatriot 18 National Finals, Open Division, out of 2,800+ teams
  • 2nd place at SoCal CyberCup 2024 Middle School Division
  • 3rd place at SoCal CyberCup 2025 High School Division
  • 1st place at SoCal CyberCup 2026 High School Division
Read CyberPatriot case study →

Science Olympiad

2022 – 2024

  • 15× medalist across regional and state competitions: 10 regional medals and 5 state medals.
  • Completed a “Perfect Year” in 6th grade, medaling 4 times at regionals and 4 times at state.

Selected work

Projects

ATP Rankings Data Visualization

A Python and FastAPI project for exploring ATP singles rankings through a SQLite-backed web app, REST API, CLI utilities, and MCP server.

PythonFastAPISQLite
More about this project →

MRI and Language Based Dementia Evaluation

A multimodal machine learning project combining brain MRI imaging with language analysis to evaluate dementia risk and support early screening workflows.

PythonPyTorchMedical Imaging
More about this project →

See more work on my GitHub repositories.

Contact

Let's connect.

If you want to ask about my projects, share ideas, or collaborate, the easiest way to reach me is through GitHub or Devpost.