Maximiliano Pantoja
Creative Engineer for Software, AI & Interaction
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Interactive Portfolio — Creative Engineering & 3D Web Experience
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This AI Insights Platform was designed to help businesses explore and understand large datasets using natural language instead of relying entirely on manual queries, reports, or traditional dashboards.
I worked on the platform as a Full Stack Developer, integrating Google Cloud services, BigQuery, and Gemini to transform complex business data into accessible, actionable insights.
A key part of the project involved building an intelligent data analysis workflow capable of understanding different table structures, identifying relationships across datasets, and generating contextual answers from historical information. I also worked on data normalization and query optimization to make the analysis more reliable and cost-efficient.
The result was an AI-assisted analytics experience where users could ask business questions in plain language and quickly extract useful insights from large amounts of structured data, combining cloud architecture, data engineering, generative AI, and an intuitive user experience.
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VitAI is an AI-powered CV analysis and talent matching platform designed to help recruiters identify the strongest candidates faster.
I worked on the product as a Full Stack Developer, building the application with Angular and NestJS and integrating Google Vertex AI to analyze candidate profiles, extract relevant skills and experience, and compare them against job requirements.
One of the core features was an intelligent matching system capable of ranking candidates and surfacing the top profiles for a given position. I also worked on the conversational experience, allowing recruiters to explore candidate information through an AI-assisted interface instead of manually reviewing every résumé.
The project combined frontend architecture, backend APIs, AI integration, prompt design, and cloud services into a practical recruiting workflow focused on reducing repetitive work and making candidate discovery faster and more intuitive.
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