AI Engineering • Backend Systems • Defensive Cybersecurity • C++ / Python • Hackathon Builder
codename :: FluxKnight / V01d_404
team :: NOtFound_404
location :: Mongolia
mode :: prototype fast, explain clearly, improve through testing
focus :: AI engineering + backend + cybersecurity + game engineering
ethics :: defensive security, legal CTF, educational tools onlyI’m a student developer focused on turning technical ideas into working prototypes.
My current direction is building AI-assisted backend tools, defensive cybersecurity projects, CTF practice workflows, and game/software experiments. I like projects that are practical, explainable, and useful for real people.
I do not want to only learn technology.
I want to build things that prove I can think, ship, debug, and improve.
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AI-style code security reviewer backend A FastAPI project that scans source code for risky patterns such as hardcoded secrets, SQL injection-style patterns, unsafe shell execution, weak hashes, and debug configs. It generates a risk score, human-readable findings, recommendations, review history, a simple UI, and Markdown reports. Tags: |
Defensive URL risk analysis API A backend API that analyzes suspicious URLs using static rules. It checks for suspicious keywords, missing HTTPS, long URLs, IP-based domains, suspicious TLDs, URL shorteners, and brand impersonation hints. It explains risk clearly and generates Markdown security reports. Tags: |
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Personal portfolio for hackathon applications A dashboard-style portfolio that presents my profile, technical stack, projects, roadmap, security practice, and collaboration direction. Built to show my growth as a student developer and hackathon-ready builder. Tags:
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Python / Pygame survival game A dark runner-style game project focused on movement, collision detection, scoring, gameplay loops, and visual mood. This project helps me practice game engineering and interactive system design. Tags: |
A smart assistive wearable concept built with the NOtFound_404 team.
The project explores accessibility, sensor-based obstacle detection, Bluetooth communication, mobile interaction, and Mongolian voice warning support.
This project taught me that good engineering is not only about code. It is also about teamwork, user safety, product thinking, and building something that can help people in daily life.
flowchart LR
A["Understand the problem"] --> B["Design the smallest working prototype"]
B --> C["Build the core system"]
C --> D["Test weak parts"]
D --> E["Document clearly"]
E --> F["Improve and ship"]
My build style is simple:
- Problem first — understand what the user or challenge actually needs.
- Prototype fast — create the smallest version that proves the idea.
- Structure cleanly — separate API, services, models, schemas, and docs.
- Explain clearly — make projects understandable through README files and reports.
- Improve daily — test, debug, polish, and keep moving.
[01] Programming Foundation
C++, Python, algorithms, debugging, clean project structure
[02] Backend Engineering
FastAPI, databases, APIs, service layers, testing, deployment
[03] Defensive Cybersecurity
Legal CTF, web basics, Linux workflow, secure coding, writeups
[04] AI Engineering
AI-style explanations, automation, developer tools, practical workflows
[05] Hackathon Mode
Teamwork, rapid prototyping, project presentation, shipping under pressureMy cybersecurity practice is focused on:
- legal CTF challenges
- authorized labs
- defensive tooling
- secure coding awareness
- educational security projects
- clear documentation and responsible learning
I do not build tools for stealing, phishing, malware, bypassing systems, or attacking real targets.
I’m open to hackathon teams, CTF collaboration, programming projects, cybersecurity learning, and practical prototype building.
