https://github.com/lucasboscatti/lucasboscatti
https://github.com/lucasboscatti/lucasboscatti
Last synced: 3 months ago
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- Host: GitHub
- URL: https://github.com/lucasboscatti/lucasboscatti
- Owner: lucasboscatti
- Created: 2021-08-20T10:48:28.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2024-10-29T13:05:20.000Z (7 months ago)
- Last Synced: 2024-10-29T15:06:25.986Z (7 months ago)
- Size: 23.4 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
## Hi, I'm Lucas Boscatti 👋 - Data Scientist & Generative AI Specialist
> I'm a Data Scientist with a passion for building intelligent solutions using Generative AI. My expertise lies in developing advanced chatbots, Retrieval-Augmented Generation (RAG) models, and AI-driven support agents. I'm a 2x AWS Black Belt in Generative AI and Machine Learning, and I'm currently driving AI innovation at e-Core as a member of the Artificial Intelligence Committee.
### 👨💻 About Me
* **Data Scientist** at **e-Core**, driving strategic AI initiatives and developing production-ready AI solutions.
* **2x AWS Black Belt** in Generative AI and Machine Learning.
* **AWS Certified AI Practitioner** & **AWS Certified Developer - Associate**.
* Strong background in **Generative AI**, **RAG**, **Chatbots**, **Amazon Bedrock**, **LangChain**, **LlamaIndex**, **Amazon SageMaker**, and **MLOps**.
* Experience with **Infrastructure as Code (IaC)** using **Terraform**, **Serverless Framework** and **AWS CDK**.
* Proficient in **Python**, **SQL**, and a wide range of AWS services (Athena, Glue, RDS, Lambda, EC2, S3).
* Former **Data Engineer** with experience in building scalable data pipelines and data lakes.
* **Electrical Engineering** background from the Federal University of Viçosa, with a specialization in robotics and convolutional neural networks.
* Research experience in facial sentiment analysis using **PyTorch** and **TensorFlow**.
* Developed **AuRoRa Chat**, a Generative AI chatbot for answering questions about research papers.
### 🚀 Key Skills & Technologies
* **Generative AI:** Amazon Bedrock, LangChain, LlamaIndex, RAG, Prompt Engineering
* **Machine Learning:** Amazon SageMaker, MLOps, PyTorch, TensorFlow, CNNs
* **Cloud Computing:** AWS (Athena, Glue, RDS, Lambda, EC2, S3, DynamoDB, Step Functions, AppFlow)
* **Infrastructure as Code:** Terraform, Serverless Framework, AWS CDK
* **Data Engineering:** ETL, Data Lakes, Data Pipelines
* **Databases:** SQL, Amazon RDS, Amazon DynamoDB
* **Other:** Python, FastAPI, Streamlit, Git, CI/CD, Scrum, Jira, Web Scraping, Selenium
### 🏆 Certifications
* AWS Certified AI Practitioner
* AWS Certified AI Practitioner Early Adopter
* AWS Latam Black Belt - Generative AI and ML (2x)
* AWS Certified Developer - Associate
* AWS Certified Cloud Practitioner
### 💼 Experience Highlights
* **e-Core (Data Scientist):**
* Leading the development of AI strategies as a member of the Artificial Intelligence Committee.
* Building and deploying Generative AI applications, including customer support agents and text-to-SQL tools.
* Enhancing ML engineering capabilities with Amazon SageMaker and MLOps.
* **e-Core (Data Engineer):**
* Developed and maintained data lakes and automated data pipelines.
* Utilized AWS data services and IaC tools for scalable cloud solutions.
* **NERO - Núcleo de Especialização em Robótica (Research Fellow):**
* Conducted research on convolutional neural networks for facial emotion detection.
* Developed AuRoRa Chat, a chatbot for accessing research insights.
* **CNPq (Technology Scholarship Recipient):**
* Researched facial sentiment analysis in children for robotic interaction.
* **Digital Grid (Python Developer):**
* Automated energy bill data extraction and management using Python and Selenium.
### 📫 Let's Connect!
