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M. Oliver
MARCUS OLIVERM. OLIVER
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Work

Selected projects focusing on backend systems, data pipelines, and appliedĀ AI.

01

Blueshift Active Monitoring

Backend monitoring platform for solar PV systems that ingests inverter data, normalizes performance metrics, and detects operational anomalies across distributed sites.

PythonData PipelinesOdoo IntegrationGCP
02

Uppend

AI-powered job application tracker that turns pasted job postings into structured, trackable applications, with AI-generated resume fit assessments.

Next.jsSupabasePostgreSQLGemini APIcron-job.org
03

RizalEngine

Hybrid retrieval system for exploring themes and concepts across Rizal's works, combining lexical search with XLM-RoBERTa semantic matching.

Next.jsFastAPIPostgreSQLpgvectorXLM-RoBERTaDocker
04

Taglish Spam Detection

Comparative NLP system for detecting spam in Taglish text, benchmarking classical ML against LSTM and transformer models.

PythonLSTMXLM-RoBERTaTF-IDFscikit-learnDocker