@talesperito

Free

Building scalable, AI-enabled systems for regulated and data-intensive environments

FreeFree tier

Type

Open Source

Visit Website GitHub (40 stars)

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About @talesperito

Tales Vieira (@talesperito) is a Full-Stack / Solutions Engineer with a PhD in Chemistry and a Postdoctoral Fellowship in Data Science, currently serving as an Official Criminal Forensic Expert at PCMG (Polícia Civil de Minas Gerais). His GitHub profile showcases a portfolio of AI-enabled systems designed for regulated, data-intensive environments, including an AI-based document analysis platform combining computer vision and NLP, a facial recognition identity matching system with accuracy above 90%, digital forensics compliance platforms, a full-stack SaaS for regulated domains, and data analytics decision support systems. He actively contributes to open-source projects with a focus on scalability, usability, and community adoption, while emphasizing auditability, data integrity, and real-world reliability.

Key Features

AI-Based Document Analysis Platform (Computer Vision, NLP, Automated extraction, classification, and analysis)

Facial Recognition Identity Matching System (Python, Computer Vision, ML, accuracy above 90%)

Digital Forensics Compliance Platforms (evidence integrity, audit logs, chain-of-custody automation)

Full-Stack SaaS for Regulated Domains (React, Node.js, Supabase, RBAC, dashboards)

Data Analytics Decision Support Systems (Dashboards, applied analytics for public safety and compliance)

Pros & Cons

Pros

Created by a domain expert with a PhD in Chemistry, postdoctoral data science experience, and real-world forensic expertise
Strong emphasis on auditability, data integrity, and reliability for regulated environments
Active open-source contributor with community adoption and trending projects
Combines full-stack development with AI/ML for end-to-end solutions in compliance-driven workflows

Cons

Many projects are private or unreleased due to data sensitivity and compliance constraints, limiting public visibility
Individual contributor without the backing of a company or large team, which may affect support and documentation depth

Best For

Investigative and audit-sensitive document analysisFacial recognition identity matching for compliance and forensic workflowsDigital forensics evidence handling with chain-of-custody and traceabilityBuilding scalable SaaS applications requiring auditability and role-based accessOperational decision-making through data analytics in public safety and compliance contexts

FAQ

What is @talesperito?

Talesperito is the GitHub handle of Tales Vieira, a full-stack developer and data scientist focused on building AI-enabled systems for regulated, data-intensive environments.

What kind of projects does Tales Vieira work on?

He develops AI-based document analysis platforms, facial recognition identity matching systems, digital forensics compliance platforms, full-stack SaaS for regulated domains, and data analytics decision support systems.

Is @talesperito a company or an individual?

It is the personal GitHub profile of Tales Vieira, an individual professional (PhD in Chemistry, Postdoc in Data Science, and Official Criminal Forensic Expert in Minas Gerais, Brazil).

Are the projects open source?

Some projects are publicly available on GitHub, but many are private due to data sensitivity and compliance requirements. Tales Vieira actively contributes to open-source projects.