Nomiqa

# Open Grant Proposal: Nomiqa Privacy-Preserving Mobile Network Intelligence Archive

**Project Name:** Nomiqa Privacy-Preserving Mobile Network Intelligence Archive

**Proposal Category:** Storage

**Individual or Entity Name:** Nomiqa

**Proposer:** joniajvazi1-sketch

**Project Repo(s):**
https://github.com/joniajvazi1-sketch

**(Optional) Filecoin ecosystem affiliations:** N/A

**(Optional) Technical Sponsor:** N/A

**Do you agree to open source all work you do on behalf of this RFP under the MIT/Apache-2 dual-license?:** Yes

# Project Summary

Nomiqa is a live mobile DePIN platform that turns real smartphone network measurements into privacy-preserving mobile connectivity intelligence. The platform already has 6,000+ users, a live Android application, background contribution, signal and network measurement, rewards, referrals, eSIM marketplace access, wallet support, and documented technical architecture.

The problem we are addressing is that real-world mobile network quality data is fragmented, centralized, and often not available as durable public infrastructure. Carrier coverage maps and marketing claims often do not reflect how connectivity performs in real conditions, across different locations, devices, carriers, and times of day.

This project will build the Nomiqa Privacy-Preserving Mobile Network Intelligence Archive. The archive will convert raw mobile contribution data into aggregated, privacy-preserving datasets and publish them using Filecoin/IPFS-compatible decentralized storage. The project will not store personal user data publicly. Instead, it will publish area-level connectivity intelligence such as signal quality, 4G/5G availability, carrier performance, weak coverage zones, congestion indicators, and historical reliability trends.

## Impact

Filecoin is designed to provide decentralized, durable, and verifiable storage for valuable datasets. Mobile network intelligence is a strong fit for this mission because it is real-world data with long-term value for developers, researchers, infrastructure builders, eSIM providers, DePIN projects, and connectivity-focused applications.

Today, most mobile network quality datasets are either closed, incomplete, expensive, or controlled by centralized companies. This creates a gap for builders who need reliable information about where networks perform well, where they fail, and how connectivity changes over time. Without a decentralized archive, this type of intelligence remains locked inside private systems and cannot become reusable infrastructure.

The benefit of getting this right is that Nomiqa can turn real-world mobile measurements into a privacy-preserving public dataset layer. Success means that developers and researchers can access useful connectivity intelligence without depending only on centralized coverage maps or private telecom datasets. The risk of not doing this is that mobile connectivity intelligence remains fragmented and unavailable to the wider Web3, DePIN, and developer ecosystem.

## Outcomes

The final deliverable will be a working decentralized archive pipeline for privacy-preserving mobile network intelligence.

The project will deliver:

1. A privacy-preserving aggregation layer that converts raw mobile contribution records into area-level datasets.
2. A dataset schema for mobile connectivity intelligence, including metadata for location granularity, time period, carrier/network type, signal quality, reliability indicators, and confidence level.
3. Filecoin/IPFS storage integration for publishing aggregated dataset snapshots.
4. A public dataset index and documentation explaining available datasets, schema, update process, privacy model, and access method.
5. A first version of a lightweight explorer/API that allows developers to discover and access published connectivity intelligence datasets.
6. A final technical report with implementation details, screenshots, storage proofs/links, and usage examples.

Success will be measured by:

- Aggregated datasets successfully generated from real Nomiqa contribution data.
- Public dataset schema and metadata documentation completed.
- Dataset snapshots uploaded using Filecoin/IPFS-compatible storage.
- Dataset index publicly accessible.
- At least 3 dataset releases completed during the grant period.
- At least 10,000 mobile contribution records processed into privacy-preserving aggregated outputs.
- Public documentation available for developers and researchers.

## Data Onboarding

Projected data onboarding:

- Month #1: 1 GB of test datasets, schema examples, and early aggregated outputs
- Month #3: 5–10 GB of aggregated connectivity intelligence datasets
- Month #6: 25–50 GB of aggregated historical and area-level datasets
- Month #12: 100+ GB depending on Nomiqa contribution growth and dataset release frequency

The public archive will only contain aggregated and privacy-preserving outputs. Raw personal user data will not be published.

## Adoption, Reach, and Growth Strategies

The target audience includes DePIN builders, eSIM platforms, telecom researchers, connectivity analysts, infrastructure teams, mobile application developers, and Web3 projects that need real-world connectivity intelligence.

Nomiqa already has a live mobile platform with 6,000+ users and an existing contributor network. This gives the project a real data source from day one instead of starting with an empty dataset. The first users of the archive will come from the Nomiqa ecosystem, DePIN builders, grant reviewers, developer communities, and teams interested in mobile connectivity intelligence.

Adoption strategy:

- Publish clear dataset documentation and access examples.
- Share dataset releases through Nomiqa channels.
- Create a lightweight explorer/API for easier access.
- Contact DePIN projects, eSIM builders, and researchers who can use the data.
- Publish technical updates showing what data has been archived and how it can be used.
- Use Nomiqa’s existing app/community to grow the data source over time.

The first 10 users will be onboarded through direct outreach to DePIN and telecom-adjacent builders. The first 100 users will be reached through public documentation, Nomiqa community updates, ecosystem posts, and dataset release announcements.

## Development Roadmap

### Milestone 1 — Privacy-Preserving Aggregation Layer

**Timeline:** July 15, 2026 — August 15, 2026
**Funding required:** $10,000
**Team:** 1–2 developers working on backend, data processing, and privacy logic.

This milestone will create the aggregation pipeline that converts raw Nomiqa mobile contribution records into safe area-level outputs.

Functionality after completion:

- Raw contribution records can be processed into aggregated datasets.
- Personal identifiers are removed from public outputs.
- Dataset aggregation can group data by area, time window, carrier/network type, signal quality, and reliability indicator.
- Minimum aggregation thresholds are implemented to reduce privacy risk.
- Internal test datasets are generated.

Deliverables:

- Aggregation pipeline
- Privacy rules and aggregation thresholds
- Sample aggregated dataset
- Internal testing results
- Documentation of privacy model

### Milestone 2 — Dataset Schema, Metadata, and Filecoin/IPFS Storage Integration

**Timeline:** August 16, 2026 — September 15, 2026
**Funding required:** $12,000
**Team:** 1–2 developers working on dataset design, metadata, storage integration, and testing.

This milestone will define the dataset format and publish the first dataset snapshots using Filecoin/IPFS-compatible storage.

Functionality after completion:

- Standard dataset schema is completed.
- Metadata format is defined.
- Dataset snapshots can be uploaded to decentralized storage.
- Storage references are saved and indexed.
- First public dataset snapshot is published.

Deliverables:

- Dataset schema
- Metadata specification
- Filecoin/IPFS storage integration
- First public dataset upload
- Dataset storage/index documentation

### Milestone 3 — Public Dataset Index and Explorer/API MVP

**Timeline:** September 16, 2026 — October 15, 2026
**Funding required:** $10,000
**Team:** 1–2 developers working on API, basic frontend/explorer, and documentation.

This milestone will make archived datasets easier to discover and access.

Functionality after completion:

- Public dataset index lists available dataset snapshots.
- Developers can access dataset metadata and storage links.
- Basic explorer/API allows users to search available outputs by area, carrier/network type, and time period.
- Documentation explains how to use the archive.

Deliverables:

- Dataset index
- Lightweight explorer/API MVP
- Developer documentation
- Example queries or access examples
- Public usage guide

### Milestone 4 — Testing, Documentation, Dataset Releases, and Final Report

**Timeline:** October 16, 2026 — November 15, 2026
**Funding required:** $8,000
**Team:** 1–2 developers working on testing, QA, reporting, and final documentation.

This milestone will finalize the grant work and publish proof of completion.

Functionality after completion:

- At least 3 dataset releases completed.
- At least 10,000 contribution records processed into aggregated outputs.
- Documentation finalized.
- Final technical report published.
- Public proof of storage and dataset access is provided.

Deliverables:

- 3 public dataset releases
- 10,000+ contribution records processed into privacy-preserving outputs
- Final documentation
- Final technical report
- Screenshots and proof of implementation
- Maintenance and upgrade plan

## Total Budget Requested

| Milestone # | Description | Deliverables | Completion Date | Funding |
|---|---|---|---|---:|
| 1 | Privacy-Preserving Aggregation Layer | Aggregation pipeline, privacy rules, sample dataset, testing results | August 15, 2026 | $10,000 |
| 2 | Dataset Schema, Metadata, and Filecoin/IPFS Storage Integration | Schema, metadata design, storage integration, first dataset upload | September 15, 2026 | $12,000 |
| 3 | Public Dataset Index and Explorer/API MVP | Dataset index, explorer/API, developer docs, access examples | October 15, 2026 | $10,000 |
| 4 | Testing, Dataset Releases, and Final Report | 3 dataset releases, 10,000+ processed records, final report, proof | November 15, 2026 | $8,000 |

**Total Budget Requested: $40,000**

## Maintenance and Upgrade Plans

Nomiqa will maintain the archive after the grant period by continuing to publish aggregated dataset snapshots as the contributor network grows.

Long-term plans include:

- Regular dataset releases.
- Improved metadata and dataset search.
- Additional dataset categories such as carrier comparison, eSIM performance, congestion trends, and 4G/5G availability.
- Better explorer/API functionality.
- More documentation and example use cases.
- Continued privacy review of public dataset outputs.
- Potential integration with additional decentralized storage and data availability tooling.

The project will be maintained as part of Nomiqa’s broader mobile connectivity intelligence roadmap.

# Team

## Team Members

- Joni Ajvazi — Founder / Product / Technical Coordination
- Nomiqa development contributors — Mobile app, backend, data infrastructure, and product implementation

## Team Member LinkedIn Profiles

- Joni Ajvazi — [add LinkedIn profile]
- Additional team members — [add if applicable]

## Team Website

https://nomiqa-depin.com

## Relevant Experience

Nomiqa has already shipped a live mobile DePIN product with 6,000+ users. The team has experience building mobile applications, backend infrastructure, contribution systems, privacy-conscious data collection, rewards/referrals, eSIM marketplace access, wallet support, and technical documentation.

The team is well positioned to build this project because the archive is not theoretical. Nomiqa already has the mobile app and contributor network needed to generate the underlying measurements. The grant will fund the privacy-preserving aggregation, decentralized storage integration, dataset design, and public access layer needed to turn the existing contribution system into a reusable archive.

## Team code repositories

https://github.com/joniajvazi1-sketch

# Additional Information

We learned about the Filecoin Open Grants Program while researching grant opportunities for public-good infrastructure, decentralized storage, DePIN datasets, and real-world data systems.

Best email address for next steps: [your email]

Additional project links:

Live Android app:
https://play.google.com/store/apps/details?id=com.nomiqa.app

Nomiqa website:
https://nomiqa-depin.com

Nomiqa eSIM website:
https://nomiqa-esim.com

Technical architecture documentation:
https://docs.google.com/document/d/1JzgLa32EknWTHxJdlQkgqkzxWXvPptK6/edit?usp=sharing&ouid=100248800053031731583&rtpof=true&sd=true

Platform vision whitepaper:
https://drive.google.com/file/d/1p7QhL5k4lUavlovZyB53GbaIIDgEjxR1/view?usp=sharing

Pitch deck:
https://drive.google.com/file/d/1BqWV6w-A8NDFmql4ZV4pOXzTqkmJ0K1h/view?usp=sharing

The proposal names no repository files, tests, or implementation entry point. Start by reviewing the stated aggregation, dataset schema, Filecoin/IPFS storage, and explorer/API milestones; done means the listed public datasets, documentation, releases, processed records, and implementation proof exist.

Written by the indexing model from the issue text.