Bruna Lemberck's Linkedin Analytics

Motivated by challenges. Moved by constant evolution and learning. In a sentence: I'm a curious self-learner passionate about learning. --------------------------------------------------------------------------------- I'm a Data Professional ( 3+ years ) with a background of Industrial Automation Engineer ( 6+ years, 3 years leading teams ), passionate about and committed to Continuous Learning. >> Currently with great interest in building products powered by GenAI . I'm dedicated to seeking business value through Data - Data transformation pipelines, Data Architecture, Data Analysis, Machine Learning models - with focus on problemsolving from simple to complex challenges by building end-to-end Data Solutions. I value the continuous learning to keep up with the market best practices and technologies that could potentially bring a competitive advantage to Business. English Level : C2 (written , spoken) || Skills: > GenAI powered Systems : Q&A over documents with Langchain , LLM-powered Applications (Vector Stores, RAG, PAL, ReAct) ,In-Context Learning (Zero/One/Few shot) , Fine-Tuning (PEFT) , LLM-powered Application Architecture , Model Evaluation (ROUGE) , Reinforcement Learning (PPO) , Model Optimization for Deployment (Distillation, Quantization, Pruning) > Prompt Engineering : ChatGPT API - Prompt Development , Summarization , Inferring Sentiment Analysis , Transformation / Translation / Proofreading and checking , File format conversion , dataset building , Expanding text from relevant topics and instructions - write customized email , Chatbot development. > Data Solutions Architect - AWS : S3 , Glue , Lambda , SQS etc. > Data Governance > Data analysis , Data Modeling > Machine Learning , Data Science , Data Engineering > Data Lake , Data Warehouse , Data Mart - PostgreSQL, Redshift, Snowflake > ETL , ELT > Python , Pyspark , SQL > Data Transformation Pipelines > Containers - Docker > Azure Databricks > Leadership , team building > SCRUM || Reference Books (2023) : > Inspired : How to Create Tech Products Customers Love > Designing Data-Intensive Applications > Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications > Data Pipelines Pocket Reference || Values I believe teamwork and communication are a must to the success of each individual as a professional and person, as knowledge shared is knowledge squared. I choose cooperation over competition. Also, I strongly believe that Sustainability, Renewable Energy, Social Responsibility and Innovative Technologies are the pillars of the future.