08/08/2026 updated

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Software Engineer — Offline-First Systems, Data Pipelines & Applied AI

Praia Grande, Brazil
Only remote
B.Tech in Multiplatform Software Development (expected 2026)
Praia Grande, Brazil
Only remote
B.Tech in Multiplatform Software Development (expected 2026)

Profile attachments

Marlon_Oliveira_CV_EN.pdf

About me

Software engineer who builds systems for environments where connectivity, infrastructure and clean data cannot be assumed. Current work spans offline-first mobile applications for remote Amazon communities, research data platforms funded by Brazil's

Application Programming Interfaces (APIs)Embedded SystemsMessaging Application Programming InterfaceDelivery PipelineOutsystemsOffline StorageBackendData Pipeline
Offline-First Mobile & Distributed Systems
Design and development of offline-first architectures for mobile applications, including opportunistic sync, Bluetooth peer-to-peer messaging, store-and-forward messaging, and geolocation without connectivity — applied in real research projects for remote Amazon communities.

Applied AI & Machine Learning
Local LLM deployment using Ollama, RAG pipelines with LlamaIndex and ChromaDB, autonomous agents, audio classification and signal processing, including machine-learning detection of drone acoustic signatures validated in field tests.

Data Engineering & Pipelines
ETL and data cleaning pipelines, web scraping with Scrapy, BeautifulSoup and Playwright, schema design, knowledge graphs, and administration of Microsoft SQL Server and PostgreSQL databases.

Programming Languages
Proficiency in Python, C++, JavaScript, SQL and Bash for backend development, automation, data processing and embedded systems.

Embedded Systems & IoT
Hardware prototyping and development with ESP32 and Raspberry Pi, sensor integration, prototype hardware design, and companion IoT device development including azimuth estimation.

Cloud Infrastructure & DevOps
AWS (Certified Cloud Practitioner), Linux (Debian-based), Git, network configuration, and automation workflows using n8n.

Security & Penetration Testing
Authorised penetration testing, IoT and embedded device security assessment.

SaaS & API Integration
Development of multi-tenant inventory management platforms integrating marketplace APIs such as Mercado Livre and Shopee, with automated stock reconciliation, dashboard metrics and exportable reporting.

Experience

Professional experience0 - 5 years
Freelancer since2025

Languages

GermanBasic knowledgeEnglishFluentFrenchBasic knowledgePortugueseNative speakerSpanishFluent

Project history

Software Engineer / Developer

Avisa Ai — Climate Alert & Offline Routing Platform
Research application for Amazon communities piloting in Santarem, Para. Civil-defence-style alert distribution for extreme weather events driven by El Nino, plus route guidance to affected and isolated locations. Bluetooth peer-to-peer layer with store-and-forward messaging so alerts still propagate when mobile networks fail. Built with a mechanical engineering researcher from Germany and a pharmaceutical sciences colleague at Federal University of Western Para (UFOPA).

Software Engineer / Developer

AADIS — Acoustic Drone Detection System
Machine-learning detection of drone acoustic signatures; software validated in field tests against real aircraft. Companion IoT device adding azimuth estimation, designed and built in-house. Privacy-preserving telemetry design: audio never leaves the device in normal operation, with opt-in per-event upload used to mine hard negatives and reduce false positives.

Software Engineer / Developer

Lupion — Inventory Management SaaS
Multi-tenant inventory platform integrating Mercado Livre and Shopee marketplace APIs, with automated stock reconciliation on sale events, dashboard metrics and exportable reporting. Currently in private beta with two paying business customers.

Research Fellow

Federal University of Western Para (UFOPA) — CNPq Scholarship
Amazonia+10 initiative (CONFAP / CNPq / Consecti). Research project: Access to medicines in the Amazon: the influence of the Amazonian factor on pharmaceutical assistance. Sole developer for the research group software: built the three field applications listed above, from data model to deployment. Work conducted for communities with unreliable connectivity, driving the offline-first architecture across all three applications.

Software Engineer / Developer

FloraTrack — Offline Field Navigation & Seedling Tracking
Applied research tool for fieldwork without connectivity. Tracks seedling batches and supports landmark-based navigation in areas with no network coverage; syncs opportunistically whenever a connection becomes available. Proximity-based peer discovery so field teams can locate each other offline.

Software Engineer / Developer

Farmafitos — Offline Phytotherapeutic Reference App
Android application for offline consultation of phytotherapeutic formularies, developed for an academic research group; submitted through Google Play review for academic distribution.

Software Developer & Database Administration — Intern

Municipality of Cubatao, Sao Paulo, Brazil
Rebuilt how data reached the municipal databases, cutting the manual entry load that had been the main bottleneck in day-to-day departmental work. Wrote scraping and automation tools in Python to take over repetitive research and data-gathering tasks previously done by hand. Administered Microsoft SQL Server: schema work, query optimisation, integrity validation and routine maintenance. Configured and troubleshot the internal network infrastructure supporting those systems.

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