Leonardo Anello

Founder

self-employed•  January 2017 - Present

Short-term financial operations in national futures market with emphasis on Bovespa index contracts; Learning multiple methodologies, graphical analysis, technical indicators, trend analysis, price patterns and development of operational strategy based on herd behavior; Survey and simulation of hypotheses, data collection, results analysis and risk management for business sustainability; Monitoring of local news, economic calendar, international indices, currency exchange fluctuation, external influence and the political-economic scenario

FIAP

Data Science, B.Tech•  April 2021 - May 2022

Relational Bases (Oracle and Vertica). NoSQL databases (Redis, Cassandra, MongoDB, Neo4J, Hive/HBase). Semi-structured data types (ORC, Parquet and AVRO). On Premise (Hadoop, Spark), On Cloud (AWS, Azure) environments. Data Integration (Flume, Sqoop, Kafka, Nifi and Spark). Microservices (Docker, Docker Compose, Swarm and Kubernets). IoT (Arduino or Raspberry). Languages used in Data Science (Python, R). Data Mining (Apriori, PCA, Knn, Kmeans, Hclust, Decision Trees, SVM and PageRank). Machine Learning (Predictive Modeling, Multiple Linear Regression, Logistic Regression, Cross-Validation, Penalized Regression, Estimation and Discrimination Process, Text Mining, OSLR, Ensemble Methods, Adaboost, Neural Networks and Deep Learning).