Agentic AI + RAG Platform
Designed a multi-agent delivery pipeline with enterprise knowledge retrieval that accelerated user-story delivery cycles by 40%.
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Senior Technical and AI Strategy Expert at Amdocs with 12+ years delivering enterprise-grade, AI-powered solutions for Fortune 500 clients.
I combine deep expertise in enterprise data architecture, GenAI systems, and cloud infrastructure with strategic business leadership. My work spans designing end-to-end AI solutions, modernizing delivery workflows, and building platforms that support reliable, intelligent decisions.
Recognized as a key expert in Agentic AI and prompt engineering, I use modern AI development tools to deliver high-impact software solutions at scale.
12+
Years Experience
500+
Reports Delivered
300+
Dashboards Created
$8M
Cost Savings
120+
B2B & B2C Catalog Products
GenAI & Advanced Development Expertise
Practical, production-ready approaches to AI-assisted software delivery.
Build me an app...
Prompt Engineering
Mastery of LLM prompt design and optimization techniques that unlock AI model capabilities for precise, high-quality code generation and complex problem solving.
AI
AI
AI
CODE
Cursor IDE & AI Code Generation
Leveraging Cursor and Visual Studio Code with enterprise-ready AI tools (GitHub Copilot, Claude, GPT-4) and agentic code synthesis workflows to build sophisticated solutions rapidly and efficiently.
Legacy
→
Modern
Digital Transformation
Leading enterprise-wide digital transformation initiatives using GenAI to modernize legacy systems and optimize business processes.
Oracle
PostgreSQL
Database Translation & Migration
Automated database schema translation and migration between platforms using AI-assisted tools for Oracle, SQL Server, PostgreSQL, and more.
T
ETL & Data Pipeline Automation
Building intelligent ETL processes with GenAI assistance for complex data transformations, validation, and orchestration.
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JSON Flattening & Data Processing
Developing intelligent solutions to flatten complex nested JSON structures and transform unstructured data for analytics and reporting.
✓
UI Automation
Creating automated testing frameworks and RPA solutions using AI-powered tools for web scraping, testing, and process automation.
💡
MVP
Rapid Prototyping
Building proof-of-concepts and MVPs in record time using GenAI agents, enabling faster iteration and business value delivery.
Featured Showcase
Selected project outcomes combining AI strategy, engineering execution, and measurable business impact.
Enterprise Data Pipeline Modernization
Modernized legacy batch systems into cloud-ready ETL/ELT flows with improved reliability, observability, and analytics readiness.
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Automation & Quality Engineering Suite
Implemented scalable test automation patterns for enterprise systems, reducing release risk and accelerating confidence in deployments.
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Business Systems Analyst
Amdocs August 2015 - Present- Partnered with Fortune 500 telecom clients to deliver enterprise catalog products and digital transformation programs. Built live reports and dashboards, architected data pipelines, and led cross-functional teams of 5+ engineers.
- Pioneered agentic AI adoption by architecting a Cursor AI-powered environment integrated with Claude Opus, Claude Sonnet, Gemini, and GPT-4 for context-aware code generation and autonomous task execution.
- Redesigned delivery workflows for AI-assisted development and upskilled cross-functional teams on prompt engineering, agent orchestration, and LLM selection strategies.
- Modernized ETL pipelines with AI-assisted data validation and anomaly detection, improving processing efficiency by 60% and reducing data errors by 95%.
- Led end-to-end AI solution delivery from discovery through rollout, embedding agentic workflows into research, deal execution, compliance, finance, and operational analytics.
- Architected scalable web services with Kafka and REST APIs to enable real-time data streaming for AI inference pipelines and GenAI backends across enterprise platforms.
- Served as Product Owner for internal agentic AI solutions, managing roadmap and backlog in JIRA while tracking KPIs such as hours saved, cycle-time reduction, and solution adoption.
Founder & Lead Engineer
Cat Leap Labs April 2024 - Present- Founded independent technology venture focused on architecting next-generation software solutions leveraging Agentic AI, RAG systems, and state-of-the-art software engineering practices.
- Developing innovative AI-powered applications and reusable libraries that advance the frontier of intelligent automation, knowledge synthesis, and enterprise digital transformation.
- Leveraging Generative AI and cloud-native technologies to build scalable, production-grade solutions addressing complex business challenges.
- Website: catleap.me (Currently deactivated)
Quality Assurance Analyst
Amdocs January 2014 - August 2015- Engineered QA frameworks using Python automation, Selenium, and Jenkins to streamline regression, API, and UAT cycles.
- Delivered zero-data-loss migrations and a 100% improvement in order-cycle efficiency through robust validation and release quality controls.
- Designed and executed end-to-end test strategies across functional, integration, regression, and UAT phases to ensure alignment between business requirements and software delivery.
- Architected and maintained Python-based test automation integrated with Selenium WebDriver and pytest, reducing manual testing effort by over 80%.
- Engineered Jenkins CI/CD pipelines for automated test execution, API performance validation, and build verification to accelerate feedback and troubleshooting.
Software Engineer Trainee
Grapeword, Inc. June 2013 - August 2013- Engineered innovative software solutions for the digital advertising platform, delivering core product features that enhanced platform monetization and advertiser engagement.
- Architected and developed administrator-facing features using object-oriented PHP, JavaScript, MongoDB NoSQL databases, and Subversion version control, implementing real-time geolocation services.
- Integrated advanced geolocation services and Google Maps APIs into native mobile applications for both iOS and Android platforms, significantly improving user experience and platform adoption.
Software Engineer Intern
Illinois State University January 2013 - June 2013- Developed native iOS mapping application providing enhanced outdoor navigation and discovery experiences for visitors and hikers at Starved Rock State Park.
- Conducted comprehensive stakeholder interviews and requirements gathering to understand end-user needs, translating requirements into intuitive, user-centric interfaces.
- Delivered production-ready application release with comprehensive technical documentation enabling sustained development and ongoing feature enhancements by successor teams.
Technical Skills
Agentic AI & LLM Systems
Agentic AI
Retrieval-Augmented Generation (RAG)
LLM Fine-tuning
Prompt Engineering
AI Agent Orchestration
Intelligent Automation Pipelines
Natural Language Processing (NLP)
Vector Databases
GenAI & Development Tools
Cursor IDE
VS Code + GitHub Copilot
Claude AI
GPT-4
Prompt Engineering
AI-Assisted Development
Analytics & Business Intelligence
Power BI
Tableau
MicroStrategy
Oracle Business Intelligence EE
Advanced Analytics
Data Visualization
Cloud & Enterprise Infrastructure
Azure
AWS
Google Cloud Platform
Kubernetes
Cloud Foundry
Microservices Architecture
Kafka
Spark
Data Engineering & Architecture
ETL/ELT Pipeline Design
Hadoop/HBase
Teradata Data Warehouse
Enterprise Data Modeling
Data Lake Architecture
JSON Processing
Database Technologies
SQL (Advanced)
Oracle Database
PostgreSQL
MongoDB
Cassandra
Database Migration & Optimization
Data Integration
Programming & Development
Python
Java
JavaScript
C/C++
R
PHP
Unix Shell
UI Automation
Selenium
JUnit
Jenkins
DevOps & Infrastructure as Code
CI/CD Pipeline Development
Education & Certifications
Master of Business Administration (MBA)
Fox School of Business at Temple University
January 2021 - May 2023
Bachelor of Science - Computer Science
USP - Universidade de São Paulo
2009 - 2014
Undergraduate Researcher
College of Computing at Georgia Tech
May 2013 - September 2013
Credit Exchange Program
Illinois State University
2012 - 2013
Certifications
- Beta Gamma Sigma Honor Society (2023)
- Royal Society of Arts (RSA) - Former Fellow
- Tutorial Education Program (PET), USP
Let's Connect
Interested in collaborating on Agentic AI, RAG systems, enterprise data transformation, or GenAI-powered innovation?
GitHub
github.com/vitorgdLocation
Philadelphia, Pennsylvania, United States
Languages
English, Portuguese, Spanish