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Independent Open-Source Projects
Data Scientist
June 21, 2026 – Present
TELECOM-TOWER-POWER
April 4, 2026 – Present
A Python-based simulation of the core logic behind the "Mapa das Torres" platform, focusing on the engineering features described: tower database, signal strength estimation, point-to-point analysis, LOS with Fresnel zone, and support for 4G/5G bands. This is a modular prototype suitable for a SaaS backend.
View ProjectAL-5G-AE
April 1, 2026 – Present
Below Python script that implements a simple command‐line assistant named AL‐5G‐AE, designed to act as a specialized small language model (SLM) for 5G Core troubleshooting.
View ProjectSENTINEL-X
March 20, 2026 – Present
Adaptive recovery is the next frontier in space autonomy, and those who invest now will define the future of interplanetary reliability.
View ProjectSpace-Debris-RL-Python-Script-
March 18, 2026 – Present
Reinforcement Learning enables satellites to learn optimal maneuvers by trial and error, receiving rewards for avoiding collisions and penalties for risky moves. Applied to constellations like Starlink, AI can minimize fuel use while safely dodging space debris in real time.
View ProjectAI-Driven-for-Starlink-in-the-Amazon
March 9, 2026 – Present
AI algorithms, especially DRL and hybrid DNNs, optimize Starlink’s real-time beamforming over the Amazon. The framework mitigates tropical attenuation, ensuring resilient connectivity for communities, telemedicine, and environmental monitoring.
View ProjectCryogenic-agritech
February 3, 2026 – Present
Cryogenic Synergies: Scaling Starlink's Neuromorphic AI Through Propulsion and Thermal Innovations
View Project21st-century-s-Starlink-Framework
January 24, 2026 – Present
The Framework Starlink Urgently Need: The time for polite debate is over. Starlink need concrete frameworks before this new system hardens
View Projectdigital-transform-kit
January 8, 2026 – Present
Digital transformation can be complex, but it doesn’t have to be slow. The digital-transform-kit offers ready-to-use scripts and structured guides that help teams adopt modern practices faster, reducing friction and enabling sustainable change.
View Projectsecure-it-infra-Starlink
January 6, 2026 – Present
Repository dedicated to security solutions for managed enterprise infrastructures supporting Starlink.
View ProjectCultural Fit Analysis
The candidate's portfolio is heavily skewed towards personal, open-source projects, many of which revolve around Starlink-related themes. While this demonstrates passion and initiative, the lack of diverse project types (e.g., team-based, client-facing, or academic research) and the absence of formal work experience (listed as 'Independent Open-Source Projects' with a future start date) might indicate a need for more exposure to collaborative, structured environments typical of a corporate setting. The projects align with data science and engineering, but the narrow focus on Starlink might limit broader applicability without further diversification.
Soft Skills & Operational Fit
The candidate's project descriptions suggest an independent and proactive approach to problem-solving, often tackling complex, real-world scenarios. The focus on frameworks and structured guides (e.g., 'digital-transform-kit') indicates an appreciation for best practices and scalability. However, without direct interaction or psychometric test results, it's difficult to assess communication, teamwork, or stress handling abilities.