Vinícius Ormenesse

Vinícius
Ormenesse

Lead Data Engineer at Boston Consulting Group

From engineering elegant data architectures to pioneering AI solutions—I turn complexity into clarity

10+
Years Experience
3
Engineering Degrees
Curiosity

The Story Behind the Code

I believe that data is the language of modern business—and I've spent over a decade learning to speak it fluently. My journey began at UFABC, where I graduated with honors and discovered my passion for transforming raw information into actionable intelligence.

From building credit models at Itaú Unibanco and PicPay to creating an entire AI function from scratch at GYRA+, I've always been drawn to challenges that others consider impossible. Today at Boston Consulting Group, I architect enterprise-scale data platforms that reshape how organizations think about their data.

What drives me? The moment when a well-designed system clicks into place—when complexity becomes simplicity, and data becomes decision.

Python
Spark
Agentic AI
Apache Airflow
Kubernetes
PyTorch
TensorFlow
BigQuery
Data Pipelines
ML Infrastructure
Data Governance
Cloud Architecture
Credit & Risk Models
ETL/ELT Systems

Professional Journey

Current

Lead Data Engineer

Boston Consulting Group • São Paulo

Architecting Machine Learning and end-to-end data pipelines, ML infrastructure, and governance solutions at scale for enterprise clients across America. Leading strategic data initiatives that drive digital transformation.

Previous

Data Scientist

PicPay

Built sophisticated collections models for Brazil's second-largest digital bank, optimizing recovery strategies through advanced machine learning techniques. Developed predictive models that significantly improved debt recovery rates across millions of users.

Previous

Head of AI, Data & Analytics

GYRA+

Built and led the entire AI and data function. Developed credit, risk, and non-credit models. Designed online ETLs, data visualization platforms, and Kubernetes-driven infrastructure powering the company's financial products.

Previous

Data Scientist – Credit & Risk

Itaú Unibanco

Developed sophisticated credit and risk models for one of Latin America's largest banks. Worked on security analytics projects leveraging APT and Splunk technologies.

Academic Background

Master's in Information Engineering

Data Science Specialization

Universidade Federal do ABC (UFABC)

Graduated with Honors

Information Engineering Degree

Information Engineering

Universidade Federal do ABC (UFABC)

Graduated with Honors

Technology Informatics Engineering Degree

International Exchange Program

Universidad Politécnica de Madrid

International Experience

B.Sc. in Science & Technology

Foundation Studies

Universidade Federal do ABC (UFABC)

Graduated with Honors

Recognition & Milestones

Graduated with Honors - CREA-SP

Achieved academic excellence across Information Engineering degree at UFABC

BCG Lead Engineer

Leading strategic data initiatives at a top-tier global consulting firm

Built AI Function from Zero

Created and led entire AI, Data & Analytics department at GYRA+

International Exchange

Studied at Universidad Politécnica de Madrid, Spain

Finance & Banking Impact

Drove innovation at Itaú Unibanco and PicPay

10+ Years of Excellence

Consistent track record delivering scalable AI & data solutions

Featured Projects

ML Pipeline Framework

End-to-end machine learning pipeline orchestration with automated feature engineering, model training, and deployment workflows built for production scale.

Python Airflow Kubernetes MLflow

Credit Risk Modeling

Advanced credit scoring and risk assessment models using gradient boosting and neural networks, developed during my experience in financial services.

Python XGBoost PyTorch Scikit-learn

Real-time Data Platform

Scalable streaming data infrastructure using Spark and Kafka for processing millions of events per second with sub-second latency guarantees.

Spark Kafka BigQuery GCP

Agentic AI Systems

Autonomous AI agent frameworks for complex decision-making tasks, leveraging LLMs with custom tool integrations and memory systems.

LangChain OpenAI Vector DBs RAG