Gustavo Sarti

Gustavo Sarti Email and Phone Number

Machine Learning Engineering Specialist @ arqgen
State of São Paulo, Brazil
Gustavo Sarti's Location
Sorocaba, São Paulo, Brazil, Brazil
Gustavo Sarti's Contact Details

Gustavo Sarti work email

Gustavo Sarti personal email

About Gustavo Sarti

Hi! My name is Gustavo Sarti.What I studied I have a degree in Social Sciences (USP), a master's degree in Sociology of Technology (UNICAMP), and a specialization in Data Science (Facens). I also took and am always taking several other more specific courses. Where I worked before My professional experiences were diverse. I started working in research in the field of anthropology and sociology. I worked for over two years with market intelligence focused on social networks serving accounts of clients such as Itaú bank and Philips. I produced, presented, recorded and edited two podcasts (both in portugese): Maquinações and PrimeCast. For eight years I helped to organize, develop and curate the Espaço de Tecnologias e Artes at Sesc-SP.What I'm doing nowI work at a startup in a position that is between data scientist and machine learning engineer. In this position I have been working mainly with Natural Language Processing (NLP) in tasks ranging from data mining, pre-processing, analysis to the application of machine-learning techniques such as clustering, classification, entity extraction (NER) and information extraction with LLMs (RAG).In my free time I create games, courses and other projects with some friends in the collective Máquina Tudo. This is my main space to express my creativity and my artistic desires. Being able to create my own games and take them to a few thousand people in dozens of cities has been a wonderful process.Recognitions I receivedA friend once told me something that never left my head: "It's strange to be average in amazing places. You always have the (wrong) feeling that we're not enough". My background was in two of the best universities in Brazil and in a good engineering school. I always studied with very good teachers and worked in amazing teams with very talented and generous people.Having said that, I had three recognitions that were very important to me:* I was chosen for the Internet Governance School of the Brazilian Internet Steering Committee (CGI/NIC.br)* Sholarship for the South School of Internet Governance which took place at the headquarters of the Organization of American States (OAS) in Washington-DC* Fapesp Technical Training Level 5 (TT-V) scholarship to work with NLP.BeyondI am restless, curious and I like to do things. Because I like so many things, we probably have something in common. So if you want to chat you can find me as @gmsarti out there. Just say hi.See you later.

Gustavo Sarti's Current Company Details
arqgen

Arqgen

View
Machine Learning Engineering Specialist
State of São Paulo, Brazil
Website:
arqgen.com.br
Employees:
35
Gustavo Sarti Work Experience Details
  • Arqgen
    Machine Learning Engineering Specialist
    Arqgen
    State Of São Paulo, Brazil
  • Consultant
    Machine Learning Engineer - Nlp
    Consultant Jun 2024 - Present
    Miramar, Florida, United States
    AI Engineer spearheading legal automation through cutting-edge technologies. Passionate about revolutionizing the legal industry, I leverage Python, LLMs, and advanced prompt engineering to build intelligent tools that streamline processes and empower legal professionals.Python: Proficient in data manipulation, analysis, and model development.LLMs & RAG: Fine-tuned language models for legal text understanding and built retrieval-augmented generation systems for enhanced information access.Software Engineering: Collaborated on developing, testing, and deploying automation workflows.Problem-Solving: Proven ability to tackle complex technical challenges and deliver impactful solutions.
  • MáQuina Tudo
    Co-Founder & Machine Learning Engineer
    MáQuina Tudo Oct 2015 - Present
    Driving innovation at the intersection of art, technology, and education. Develop cutting-edge technologies to empower game design, interactive installations, and educational experiences. Pioneering the use of LLMs and RAG systems to create culturally relevant learning materials and explore new forms of storytelling.
  • N2Vec
    Data Scientist
    N2Vec May 2022 - May 2024
    Sorocaba, São Paulo, Brazil
    * Python: Proficient in data wrangling, analysis, & model development.* LLMs: Fine-tuned SBert for legal text understanding & built RAG systems for enhanced information retrieval and generation.* Machine Learning: Deployed production-ready PyTorch models for semantic search and few-shot classification, enhancing search capabilities and enabling rapid model adaptation.* NER: Leveraged LLMs to create synthetic datasets, trained Spacy models for entity extraction, reducing annotation costs significantly.* NLP: Experienced in text preprocessing, feature engineering, & model training, improving legal text analysis.* Web Scraping: Built scalable pipelines (Scrapy, Selenium) for efficient legal data extraction.* Software Engineering: Collaborated on developing, testing, and deploying robust APIs and data pipelines, ensuring seamless integration and scalability.* MLOps: Experience with Docker for containerizing applications, Linux server administration for model training and service deployment, and Git with Jenkins for version control and CI/CD pipelines.* Database Management: Experienced with MySQL (SQLAlchemy) for relational data and Milvus for vector-based similarity search* Problem-Solving: Proven ability to tackle complex technical challenges and deliver impactful solutions.
  • Prime Energy
    Primecast Podcast Host And Producer
    Prime Energy May 2021 - Nov 2023
    * Spearheaded all aspects of PrimeCast, a podcast dedicated to exploring the Free Energy Market* Conducted in-depth interviews discussing cutting-edge technologies, regulatory changes, and market dynamics.* Crafted engaging narratives and delivered insightful commentary to foster audience understanding and spark conversation.* Grew listenership and established PrimeCast as a trusted resource for information and analysis within the energy sector.
  • Sesc Sp Serviço Social Do Comércio
    Arts And Technology Educator
    Sesc Sp Serviço Social Do Comércio Jun 2014 - May 2022
    Sorocaba Area, Brazil
    Facilitating Interdisciplinary and complex topics for non-specialist audiencesCourse curationLeacturing
  • Dp6
    Social Media Intelligence Analyst
    Dp6 May 2011 - Sep 2013
    São Paulo Area, Brazil
  • Centro De Estudos Rurais E Urbanos - Ceru
    Scientific Initiation Scholarship
    Centro De Estudos Rurais E Urbanos - Ceru Apr 2009 - May 2011
    São Paulo Area, Brazil

Gustavo Sarti Skills

Social Media Measurement Qualitative Research Social Media Strategist Social Media Microsoft Excel Social Media Marketing Digital Marketing Qualitative Data Sociology Sociology Of Culture Anthropology Webtrends Analytics Google Adwords Digital Media Google Analytics Omniture Web Analytics Conversion Optimization Comscore Cultural Anthropology Culinary Skills Online Advertising Internet Governance

Gustavo Sarti Education Details

Frequently Asked Questions about Gustavo Sarti

What company does Gustavo Sarti work for?

Gustavo Sarti works for Arqgen

What is Gustavo Sarti's role at the current company?

Gustavo Sarti's current role is Machine Learning Engineering Specialist.

What is Gustavo Sarti's email address?

Gustavo Sarti's email address is gm****@****ail.com

What schools did Gustavo Sarti attend?

Gustavo Sarti attended Unicamp - Universidade Estadual De Campinas, Facens | Faculdade De Engenharia De Sorocaba, Usp - Universidade De São Paulo, Escola De Governança Da Internet - Egi.

What are some of Gustavo Sarti's interests?

Gustavo Sarti has interest in Economic Empowerment, Civil Rights And Social Action, Politics, Education, Science And Technology, Human Rights, Arts And Culture.

What skills is Gustavo Sarti known for?

Gustavo Sarti has skills like Social Media Measurement, Qualitative Research, Social Media Strategist, Social Media, Microsoft Excel, Social Media Marketing, Digital Marketing, Qualitative Data, Sociology, Sociology Of Culture, Anthropology, Webtrends Analytics.

Who are Gustavo Sarti's colleagues?

Gustavo Sarti's colleagues are Arqgen Test, Pitanga Vigand, Gabriela Grespan, Caju França, Pedro Gabriel Martins Ono, Gustavo Montesião De Sousa, Matheus Bueno Queiroz.

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