Summary
Overview
Work History
Education
Skills
Techskills
Certification
Languages
Timeline
Generic

Guilherme Felitti

Summary

Dynamic founder of Novelo Data Analytics and experienced lecturer at Insper, I excel in leveraging Python and AWS to drive data-driven solutions. Renowned for analytical prowess and innovative problem-solving, my work has significantly impacted environmental and media sectors, while my role as a podcast host showcases exceptional communication skills.

Overview

6
6
years of professional experience
1
1
Certification

Work History

Founder

Novelo Data Analytics
08.2018 - Current

Co-founder of Novelo Data, a data analytics studio specializing in AI and data analytics solutions. Led multiple high-impact projects across environmental, political and media sectors.

Talanoa Institute

  • Architected automated data pipeline to classify and process +10,000 climate policy documents monthly
  • Built and deployed RAG-based chatbot analyzing +1,000 climate reports with XX% query accuracy
  • Spearheaded system architecture overhaul, incorporating AI filtering mechanisms boosting speed by 80%

World Animal Protection

  • Constructed data pipelines analyzing +200,000 posts across 8 platforms (social networks and newspapers)
  • Developed comprehensive analysis system uncovering key patterns in Brazilian animal rights discourse
  • Delivered strategic intelligence reports driving communication strategy and campaign decisions

IBAMA

  • Orchestrated development of LLM-powered image recognition system handling wildlife photos
  • Deployed automated classification system with 96% accuracy in data extraction
  • Streamlined photo analysis workflow through AI automation

YouTube Political Analysis

  • Designed and launched Brazil's first AI-powered political discourse analyzer, processing +100,000 hours
  • Created pattern recognition system tracking +20 rhetorical strategies across +2,000 channels
  • Produced data insights featured in +30 global news outlets across Brazil, US and Europe

Revista Piauí

  • Managed technical operations extracting and transcribing +1000 YouTube videos
  • Designed and optimized NLP algorithms analyzing political discourse across +XXXX tokens
  • Architected analysis pipeline supporting major investigation reaching ~7M readers

Undisclosed Clients

  • Designed and implemented AWS data pipelines processing +400GB of data for Netflix-like streaming service using AWS stack
  • Created automated analytics system monitoring 8 major sources between social networks and journalistic outlets for environmental intelligence
  • Implemented LLM-powered content classifier achieving XX% accuracy in filtering

Lecturer

Insper
03.2021 - Current

Teach 'Introduction to Programming' course, focusing on Python, in an MBA in Communication program. In 2023, chosen by students as a distinguished professor for work.

Host and Writer

Tecnocracia
01.2019 - Current

Ranked by Forbes as one of the must-listen in Brazil, Tecnocracia became the most listened to podcast about tech in Brazil a couple of times on Spotify and Apple Podcasts.

Education

M.D. - Intelligence Technologies and Digital Design

PUC-SP
São Paulo
12.2009

Associate of Arts -

Faculdade Cásper Líbero
São Paulo
12.2004

Skills

  • Python
  • Bash
  • SQL
  • JavaScript
  • AWS
  • PostgreSQL
  • GitHub

    Communication

Techskills

Cloud & Infrastructure
- Cloud Platforms: AWS, GCP, DigitalOcean
- Containerization & Orchestration: Docker
- Version Control: GitHub

Databases & Vector Stores
- Relational: PostgreSQL, MySQL, AWS RDS
- NoSQL: MongoDB
- Vector Databases: Weaviate, Pinecone, Chroma, pgvector

AI & Machine Learning
- LLM Development: RAG, Fine-Tuning, Prompt Engineering
- AI Frameworks: LangChain, LlamaIndex, Transformers (HuggingFace)
- Model Optimization: Quantization, Inference Engineering

Multimodal AI
- Audio Processing: Speech-to-Text, Speaker Diarization
- Text Processing: Translation, Summarization, Classification
- Speech Synthesis: Text-to-Speech, Voice Fine-Tuning
- Computer Vision: Image Recognition, OCR, Scene Analysis

Certification

AWS Cloud Practitioner CLF-C02

Languages

Portuguese
Native or Bilingual
English
Native or Bilingual
Spanish
Limited Working

Timeline

Lecturer

Insper
03.2021 - Current

Host and Writer

Tecnocracia
01.2019 - Current

Founder

Novelo Data Analytics
08.2018 - Current

M.D. - Intelligence Technologies and Digital Design

PUC-SP

Associate of Arts -

Faculdade Cásper Líbero
Guilherme Felitti