I'm a Staff Data Scientist at iFood, focused on building scalable AI systems that drive real business impact.
I'm a Lead Data Scientist and Applied AI Engineer with expertise designing and deploying machine learning and generative AI systems in production environments.
Currently at iFood, I work on ML systems that impact millions of users. Previously at Cognitivo.ai, I acted as a technical reference across multiple AI initiatives, supporting projects from architecture design to deployment and evaluation.
My work spans the full AI lifecycle:
- Problem framing & solution architecture
- Model development & experimentation
- Production deployment & monitoring
- Business impact analysis
Generative AI & LLMs
- Generative AI applications and AI copilots
- Multi-agent systems and LLM orchestration
- LangGraph, n8n, and complex workflow orchestration
Machine Learning
- Recommendation systems and collaborative filtering
- Pricing & elasticity-based ML models
- NLP-based matching systems
- ML deployment and APIs
Cloud & Infrastructure
- AWS (certified) and Databricks
- MLflow & model lifecycle management
- Scalable ML systems
Tech Stack
Python | Scikit-learn | AWS | Bedrock | Databricks | MLflow | LangGraph | n8n | LLMs
🏆 Recommendation Systems - Built recommendation engines for fashion retail generating $300k–$400k in additional revenue with 3% margin improvement
🏆 AI Copilots - Designed multi-agent systems for customer service operations in education sector
🏆 Pricing Models - Developed ML pricing models for pharmaceutical distribution improving margins by 0.5pp
🏆 Generative AI - Built systems transforming unstructured marketplace data into structured product information using LLMs
- AI Copilot for Customer Service - Multi-agent architecture with specialized agents for call center support
- Fashion Retail Recommendations - Collaborative filtering, product similarity, and basket recommendations
- Pharmaceutical Matching & Pricing - NLP-based matching with demand elasticity pricing models
- Generative Data Structuring - GPT-powered transformation of unstructured data into structured formats