Marcel Nazare: Engineering Data for Social Good.
Blending Python, Social Work Practice, and Development studies to build tech tools that matter. Bridging the gap between raw data and human outcomes.
pipeline_status: active
The Vibe: Interest Over Corporate Hunt
I don't build dashboards for the sake of quarterly profits. I build them because a local NGO needs to track food security, or a development program needs to measure the long-term impact of its interventions.
My philosophy is rooted in Solarpunk Modernism—the belief that technology shouldn't just be "neutral," it should be intentionally designed to foster a more equitable and green future.
Human-Centric Ethics
Data is never just numbers; it's people's stories. My social work background ensures that privacy and dignity are at the core of every architectural decision.
Building lightweight, efficient pipelines that can run on minimal resources, ensuring tech accessibility for organizations in developing regions.
Collective Impact
Technology is a tool for community empowerment. I prioritize open-source solutions that can be maintained by the communities they serve.
Technical Focus
Where the rigor of engineering meets the nuance of social inquiry.
Ethical Data Cleaning
Systematic removal of bias and noise while preserving the integrity of minority representations in social datasets.
Narrative EDA
Visual storytelling through Exploratory Data Analysis that identifies hidden systemic barriers in development programs.
Root Problem ID
Translating vague social challenges into concrete technical requirements and measurable data points.
"The goal isn't just to build bigger databases, but to build smarter bridges between data and dignity."