OpenAI 2026 hackathon

Uvoz

A cybersecurity-focused temporary file-sharing platform with smarter access control, AI insights, and malware protection.

Solo project by Nafees Madni · 2 likes · 0 comments

View the project on Devpost

Archive position — measured, not model output

2 likes on Devpost

221 of the 7,850 archived projects have more likes, and 284 share exactly 2 — so this project's #491 place in the like-ranked listing is a tie-break inside that group, not a ranking.

Projects (log scale)

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Likes on Devpost. ▲ marks this project's group.

Show the figures
LikesProjectsShare of archive
05,58771.2%
11,75822.4%
22843.6%
3–41321.7%
5–9751.0%
10+140.2%
Devpost like counts for all 7,850 archived projects, captured when this archive was built.

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Executive Summary

Company: Uvoz — a cybersecurity-focused temporary file-sharing platform with smarter access control, AI insights, and malware protection.

What Changed: The project description indicates this is a self-contained, single-developer hackathon submission that builds on the author’s prior experience with file sharing, identity verification, and AI integration. It represents an early-stage prototype focused on improving the security and control of temporary file transfers.

Single Most Important Open Question: Is there evidence of traction, revenue, or customer adoption beyond the author's own development efforts?

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What The Product Actually Is

The description states that Uvoz is a temporary file-sharing platform. It allows users to upload files for a limited time using either public or private links.

  • Users can upload without creating an account but must verify their email via OTP before initiating a transfer.
  • For private transfers, the sender can add approved email addresses and manage access requests (grant, deny, revoke, restore).
  • The platform supports AI-based risk summaries, AI-driven sharing-setting suggestions, and optional malware scanning on download.
  • Files are stored using signed URLs to offload transfer traffic from the backend.
  • Backend is built with FastAPI, authentication handled by Clerk, data stored in Supabase PostgreSQL, and files stored in Supabase Storage.

Note: This is a self-reported description. No independent verification of functionality or performance exists.

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Positioning & Claim Evolution

The author positions Uvoz as a solution to the problem of insecure and uncontrolled file sharing — specifically, where sending files is easy but controlling access afterward is not.

Key claims:

  • Keeps the convenience of temporary sharing while giving senders more control.
  • Offers smarter access control, AI insights, and malware protection.
  • Supports both public and private transfers with fine-grained permissions.
  • Integrates AI for risk assessment and policy suggestions.

Inference: The positioning suggests a move toward secure, user-controlled file sharing in contrast to traditional platforms like Google Drive or Dropbox, which lack granular access control for temporary use cases.

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Target Customer & ICP

The description does not define a specific customer segment or ideal customer profile (ICP). However, based on the features described:

  • The platform targets individuals who need secure, temporary file sharing.
  • It is designed for users who want to limit access, track permissions, and assess risks before sharing sensitive files.

Inference: Likely use cases include professionals or developers who share code snippets, documents, or binaries with collaborators, but do not want long-term exposure or lack of control over those files.

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Business Model & Pricing Evidence

There is no evidence in the description of a business model or pricing structure. The project appears to be a single-developer hackathon submission, and no mention of monetization, subscriptions, or paid tiers is present.

Note: No revenue, pricing, or monetization strategy is described.

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Technical & Delivery Signals

The author built Uvoz using:

  • Frontend: Nuxt.js, Tailwind CSS, Nuxt UI
  • Backend: FastAPI
  • Authentication: Clerk
  • Storage: Supabase (PostgreSQL + Storage)
  • AI tools: Codex, GPT-5.6
  • Malware scanning: ClamAV
  • Deployment: Docker, Vercel

Key technical features:

  • No-login upload workflow with OTP verification.
  • Signed URLs for efficient file transfer.
  • ACL-based access control for private links.
  • Background tasks handled via Celery.
  • AI integration for risk summaries and policy suggestions.

Inference: The stack suggests a modern, scalable architecture suitable for future expansion. However, no production-grade deployment or infrastructure details are provided.

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Traction & Maturity Signals

There is no evidence of traction, customers, or adoption beyond the author’s own development efforts.

  • The project was submitted to a hackathon.
  • No mention of users, downloads, or usage metrics.
  • No funding rounds, headcount, or partnerships are referenced.

Note: This is an early-stage prototype with no verified user base or commercial activity.

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Competitive Context

The description does not reference competitors. However, based on the features described (temporary sharing, access control, AI insights, malware scanning), Uvoz could be positioned in a space that includes:

  • Traditional file-sharing services (e.g., Google Drive, Dropbox)
  • Secure file transfer platforms (e.g., WeTransfer, SendGB)
  • Developer-focused tools for secure code sharing

Inference: Uvoz may differentiate itself through AI-driven insights and granular access control, but no competitive analysis or market positioning is evident.

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Open Questions & Risks

  • Single developer team — limits scalability and support.
  • No verified users or traction — raises questions about real-world demand.
  • Self-reported features — no independent validation of AI, malware detection, or access control.
  • Hackathon origin — implies a prototype rather than a mature product.
  • Unproven monetization strategy — no evidence of how the platform will generate revenue.

Inference: The project is in an exploratory phase and lacks commercial viability indicators.

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Questions the description leaves open

  1. What specific use cases or customer problems are you solving?
  2. Have you validated demand for this product with real users?
  3. How do you plan to scale beyond a single developer?
  4. Are there any existing competitors, and how does Uvoz differentiate from them?
  5. What is your roadmap for monetization?
  6. How do you ensure the accuracy of AI-generated risk summaries and access suggestions?
  7. Have you tested malware detection in real-world scenarios?

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Overall Assessment

Not evidenced — no data on revenue, users, traction, or financials.

Confidence Level: Low

Reasoning: The description is entirely self-reported and unverified. It describes a prototype with promising features but lacks any evidence of commercial viability, user adoption, or market traction.

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Source

Submitted to the OpenAI 2026 hackathon on Devpost. Project home on Devpost. Back to the full gallery on Devpost.

This competitive analysis was produced by top-founders.com (opens in a new tab)

Generated by a language model from this project's public Devpost page — its tagline, the author's own write-up and any built-with tags listed there — as captured in August 2026. Short quotations are the author's words. It is an opinion on the idea as a business, not on the people behind it, and it reflects the description as published then. If the project has moved on, request a correction below. The analysis is not independent research and contains no verified traction, revenue or customer data.

An independent guide by KFG International LLC — not affiliated with, endorsed by, or connected to Devpost or OpenAI.

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