โโโฆโฆโฆโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฆโฆโฆโโ
โโโโโ โโโโโ
โโโโโ ๐๐ฎ๐๐ฎ โข ๐๐โ ๐ ๐โ ๐ฅ๐ โข ๐๐ผ๐งโ ๐ฆ๐บ๐ฎ๐ฟ๐ ๐๐๐ฅ๐ข โข ๐๐น๐ผ๐๐ฑ ๐๐ผ๐บ๐ฝ๐๐๐ถ๐ป๐ด โข ๐ฆ๐๐ฎ๐ฟ๐น๐ถ๐ป๐ธ โข ๐๐๐ง๐๐ โโโโโ
โโโโโ + ๐ฃ๐, ๐๐๐ต, ๐๐ด๐, ๐๐ป๐
โโโโโ
โโโโโ โโโโโ
โโโฉโฉโฉโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉโฉโฉโโ
๐ Undergraduate Student at UniCEUB โ Centro Universitรกrio de Brasรญlia
๐ Open Source Developer | AI for Precision Agriculture & Rural Connectivity
๐ Exploring Starlink + Edge Computing to empower rural communities
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
โ โโโ R.U.R.A.L // C.O.N.N.E.C.T // M.A.P.P.E.R โโโ โ
โ โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ โ
โ โ >> STARLINK UPLINK ................... [โโโโโโโโ] โ โ
โ โ >> COVERAGE SCAN ..................... [โโโโโโโโ] โ โ
โ โ >> DEAD ZONE DETECTION ............... [โโโโโโโโ] โ โ
โ โ >> AI PROPOSAL ENGINE ................ [โโโโโโโโ] โ โ
โ โ >> DIGITAL DIVIDE INDEX .............. [โโโโโโโโ] โ โ
โ โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ โ
โ [ STATUS: SCANNING ] // [ MODE: FIELD_RECON ] โ
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
"No signal? No problem. We map the void โ then we fill it."
> FOCUS:Identify underserved regions and propose AI-driven connectivity solutions.> IMPACT:Eliminate the digital divide in agriculture via Starlink integration.> STACK:Python ยท GIS ยท Starlink API ยท Data Visualization
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
โ โโโ E.D.G.E // H.Y.B.R.I.D // S.I.M.U.L.A.T.O.R โโโโ
โ โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ โ
โ โ >> CLOUD NODE ........................ [โโโโโโโโ] โ โ
โ โ >> EDGE NODE ......................... [โโโโโโโโ] โ โ
โ โ >> RESILIENCE TEST ................... [โโโโโโโโ] โ โ
โ โ >> LATENCY OPTIMIZER ................. [โโโโโโโโ] โ โ
โ โ >> FAILOVER PROTOCOL ................. [โโโโโโโโ] โ โ
โ โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ โ
โ [ STATUS: SIMULATING ] // [ MODE: HYBRID_MESH ] โ
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
"When the cloud is 500km away, you build the brain at the edge."
> FOCUS:Optimize resource allocation for remote farms with cloud + edge hybrid architectures.> IMPACT:Real-time decision-making in disconnected environments.> STACK:Python ยท Edge Computing ยท Network Simulation ยท Resilience Testing
๐พ AgriX Boost 2026
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
โ โโโ A.G.R.I.X // B.O.O.S.T // 2.0.2.6 โโโ โ
โ โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ โ
โ โ >> CROP HEALTH NEURAL NET ............ [โโโโโโโโ] โ โ
โ โ >> YIELD PREDICTOR ................... [โโโโโโโโ] โ โ
โ โ >> SMART IRRIGATION .................. [โโโโโโโโ] โ โ
โ โ >> SOIL ANALYTICS .................... [โโโโโโโโ] โ โ
โ โ >> FARMER DASHBOARD .................. [โโโโโโโโ] โ โ
โ โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ โ
โ [ STATUS: HARVESTING DATA ] // [ MODE: PRECISION_AG ] โ
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
"The fields talk in data โ AgriX makes sure the farmer listens."
> FOCUS:Crop health prediction, yield optimization, and smart farming.> IMPACT:Empower farmers with accessible, open-source AI tools.> STACK:Python ยท Machine Learning ยท Precision Agriculture ยท IoT
๐ก TELECOM-TOWER-POWER
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
โ โโโ T.E.L.E.C.O.M // T.O.W.E.R // P.O.W.E.R โโโ โ
โ โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ โ
โ โ >> SIGNAL GRID ONLINE .................. [โโโโโโโโ] โ โ
โ โ >> TOWER DB LOADED .................... [โโโโโโโโ] โ โ
โ โ >> FRESNEL ZONE CALC .................. [โโโโโโโโ] โ โ
โ โ >> 4G/5G BAND SCANNER ................. [โโโโโโโโ] โ โ
โ โ >> POINT-TO-POINT LINK ................ [โโโโโโโโ] โ โ
โ โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ โ
โ [ STATUS: OPERATIONAL ] // [ MODE: SAAS_BACKEND ] โ
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
"Jacking into the signal grid โ mapping every tower, every frequency, every dead zone."
> FOCUS:Tower database, signal strength estimation, PtP analysis, LOS with Fresnel zone, 4G/5G band support.> IMPACT:Modular SaaS-ready prototype powering the "Mapa das Torres" platform.> STACK:Python ยท Simulation Engine ยท RF Propagation Models
| Repository | Description | Language |
|---|---|---|
| TELECOM-TOWER-POWER | Python-based simulation of core logic behind the "Mapa das Torres" platform โ tower database, signal strength estimation, PtP analysis, LOS with Fresnel zone, 4G/5G bands | Python |
| Rural-Connectivity-Mapper | Python-based tool to map and analyze rural internet connectivity in Brazil, aligned with Starlink's 2026 roadmap | Python |
| AL-5G-AE | Command-line assistant acting as a specialized SLM for 5G Core troubleshooting | Python |
| 21st-century-s-Starlink-Framework | The Framework Starlink Urgently Needs โ concrete frameworks before the system hardens | HTML |
| Cryogenic-agritech | Scaling Starlink's Neuromorphic AI through propulsion and thermal innovations | Python |
| Space-Debris-RL-Python-Script- | RL-based satellite maneuvering to avoid space debris โ optimizing fuel use for constellations like Starlink | Python |
| SENTINEL-X | Adaptive recovery for space autonomy โ defining interplanetary reliability | Python |
| AI-Driven-for-Starlink-in-the-Amazon | DRL and hybrid DNNs optimizing Starlink's real-time beamforming over the Amazon for telemedicine and environmental monitoring | Python |
| digital-transform-kit | Ready-to-use scripts and structured guides for faster digital transformation | โ |
| Simulador-de-Arquitetura-H-brida-com-Edge-Computing-para-Agro-Remoto | Simula rede hรญbrida, edge computing resiliente e testes de validaรงรฃo | Python |
| secure-it-infra-Starlink | Security solutions for managed enterprise infrastructures supporting Starlink | Python |
| starlink_connectivity_tools.py | Starlink connectivity tools | Python |
| Repository | Description | Language |
|---|---|---|
| copilot-cli | GitHub Copilot CLI โ Copilot coding agent in your terminal | Python |
| copilot-sdk | Multi-platform SDK for integrating GitHub Copilot Agent into apps and services | โ |
| cli | BLACKBOX CLI for running Multi-Agents locally | TypeScript |
| k8s-snap | Canonical Kubernetes operated by Snaps and Charms | โ |
| docker-snap | Docker Snap package | โ |
| WACT | Reasoning about world change to infer what happened | โ |
| sonarlint-vscode | SonarLint for Visual Studio Code | โ |
| pylance-release | Documentation and issues for Pylance | โ |
โBringing AI-driven precision agriculture and high-speed connectivity to rural communities worldwide.โ
- Reduce inequality in access to technology.
- Empower farmers with open-source tools.
- Showcase how Starlink connectivity enables innovation in agriculture.
- ๐ Patreon โ Support my work
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- ๐ง Email: daniel.nos@outlook.com
โญ๏ธ If you like my projects, consider supporting them on Patreon or giving a star on GitHub!