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I’m Gustavo Mainchein, a hands-on technology leader focused on Artificial Intelligence, Cloud-Native Architectures, and Scalable AI-Driven Products.
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UJJI AI
Data Scientist
June 26, 2026 – Present
elevafin-website
April 7, 2026 – Present
Modern corporate website for financial consulting specialized in fundraising and intelligent analysis powered by AI.
View Projectbedrock-multi-agent-orchestration
June 28, 2025 – June 28, 2025
A simplified framework for building and deploying sophisticated multi-agent AI systems using AWS Bedrock. This project enables seamless orchestration between specialized AI agents through AWS Bedrock Flow, maintaining conversation context and delivering coherent user experiences.
View Projectllms-ocr-comparation
May 1, 2025 – May 1, 2025
This project demonstrates how to extract and compare text from PDF documents using two powerful image-capable Large Language Models (LLMs) available through Amazon Bedrock.
View Projectai-voice-assistance
April 1, 2025 – April 2, 2025
AI Voice Assistance is an interactive voice-based app that helps users improve their English by providing real-time feedback on pronunciation, vocabulary, and grammar using advanced AI technology.
View Projectgithub-ia-code-validation
March 16, 2025 – March 17, 2025
This project is a Serverless application that leverages generative AI to analyze developers' code, providing improvement suggestions based on Domain-Driven Design (DDD) and Clean Code principles.
View Projectdistributed-message-queue
May 19, 2024 – May 19, 2024
O projeto em questão tem como objetivo realizar o descritivo técnico da construção da solução do desafio da FIAP para o tema de "Distributed Message Queue", da disciplina de "Core Software Principles".
View Projectaws-iot-core-publish-messages
March 13, 2024 – March 13, 2024
O projeto em questão tem como objetivo demonstrar a integração do Node.js com o serviço de IoT Core da AWS, detalhando as conexões envolvidas, assim como os métodos de interação.
View Projectserverless-framework-typescript
November 16, 2022 – July 14, 2023
Desenvolvimento de API com Typescript e Serverless Framework
View Projectcognito-casl
August 29, 2022 – January 10, 2023
Gerenciamento de usuários por meio do Cognito e CASL
View ProjectCultural Fit Analysis
The candidate's projects show a strong inclination towards AI/ML and serverless architectures, which could indicate a proactive and innovative mindset. However, the project descriptions are brief, and the technologies listed are sometimes broad (e.g., 'Shell', 'JavaScript' without specific frameworks), making it difficult to fully gauge depth. The target role is Data Scientist, and while many projects touch upon AI, the specific data science methodologies (e.g., statistical modeling, advanced machine learning algorithms, data visualization, big data processing) are not explicitly detailed in the project descriptions. This suggests a potential gap in demonstrating a broad range of data science specific skills beyond foundational AI application.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The psychometric test score is 0, providing no insights.