About
Product Owner for AI at Ágora Investimentos. I work with LLMs, agents and multi-agent systems over financial market data.
I spec and I build. RAG in production, local fine-tuning, agents that run unattended and the infrastructure under them. The business degree from FGV-EAESP is what decides which of those is worth building.
Technical Certifications
Projects Shipped
Time Reduction at CSN
Experience
Ágora Investimentos
Product Owner, Artificial Intelligence
LLMs, agents and multi-agent systems over financial data. RAG in production, product roadmap, and the bridge between the business and engineering
Ágora Investimentos
Digital Products Intern
Multi-agent systems, RAG pipelines, fine-tuning, suitability models for fixed income classification
CSN
Energy Planning Intern
Backoffice process automation, API integrations, AI agent structuring, OCR and VBA with 80% time reduction
Liga de Logística FGV
Head of Human Resources
Led 25+ members, restructured selection processes and performance KPIs
Projects
Consultor Financeiro
A multi-persona investment committee: you name the contribution and five chained stages run from macro allocation through due diligence to a final risk review, researching the market live, with the order sheet delivered on Telegram. Runs entirely on local hardware, on eleven systemd timers
Automação Residencial
Home Assistant, a custom dashboard and a Claude voice assistant across nine containers on a Raspberry Pi 4. The building shares one network with no router access and no IPv6, so a mesh VPN traverses the NAT; SSH accepts passwords only from the tailnet range and nftables scopes the panel ports to a single MAC
Portfolio AI
Portfolio management on a three-level agent hierarchy. An orchestrator delegates to market and asset specialists, on top of an ensemble of XGBoost, BiLSTM-Attention and Temporal Fusion Transformer, with B3 data scraped live and walk-forward validation
CVM Analyzer
Local compliance platform for CVM documents (FRE, DFP, FCA, IPE): 156-item normative checklist, semantic diff between versions and multi-agent RAG chat per company
Detector IA/ML/DL
Ensemble of 9 deep learning models (ViT, CLIP, SigLIP, EfficientNet) with forensic analysis, GPU accelerated
SLM Setup Wizard
10-step automated pipeline to fine-tune a local SLM, from web scraping and GPT-4o-mini dataset generation to LoRA/QLoRA training and GGUF inference via llama.cpp
8Patas
Veterinary platform that identifies the pet's breed from a photo and derives a care plan, a genetic-condition health profile and a preventive schedule from it. Supabase Edge Functions on Deno with row-level security
Rede de Conselheiros CVM
Social network analysis of Brazilian listed companies' board members using public CVM data: Neo4j graph DB, Sigma.js WebGL visualization, Node2Vec embeddings and Random Forest link prediction
LLM Explorer
Interactive transformer architecture demonstration and LLM exploration tool
Smart AI Plant Controller
Self-watering planter on an ESP32-C3 with a custom two-layer PCB, capacitive soil probe and a pixel-art pet that reacts to the plant
Canal Dark
Automated video clipping pipeline with ad boost management across 4 channels
Tech Stack
Generative AI & NLP
Deep Learning & CV
Data Science & Quant
Data Engineering
Backend
Frontend
Hardware
Business
Business Cases
Complete medical startup valuation using DCF, WACC and CAPEX projection, with legal deal structuring in partnership with Pinheiro Neto Advogados, one of Brazil's top law firms
Quantitative market share analysis and strategic repositioning of the Vick VapoRub brand based on consumer behavior data and competitive landscape
Complete financial and commercial feasibility study for real estate development, including NPV, IRR and payback analysis
AI immersion program: hands-on projects in computer vision, robotics and autonomous driving developed in Python
Credentials
Education
Business Administration
Brazil's #1 Business School
2022 → 2026