marinavillaschi / ml-andrewng Goto Github PK

As a Data Scientist and Civil Structure Engineer I combine analytical, critical thinking and problem-solving skills, ability to work in team environments and attention to details.

I'm constantly improving my hard and soft skills and growing as a full stack data professional.

🔭 I currently work as a Data Scientist at Qesh Technology, a BaaS (Banking as a Service) Startup.

Languages: Python, SQL

Frameworks/Libs: Pandas, Numpy, Scikit-Learn, Matplotlib, Seaborn, Statsmodels, SciPy, Beautiful Soup, Selenium, FastAPI, SQLAlchemy, Kafka-python

Other: PostgreSQL, Databricks, AWS Lambda, AWS Glue, AWS S3, Kafka, ElasticSearch, Google Data Studio, Microsoft PowerBI, Streamlit, Git/GitHub

Softskills: Leadership, Communication, Team work, Scrum Methodology, Data Storytelling

Data Analysis

• Mercado de Dados 2.0 - O futuro é flexível
• COVID-19 Analysis
• Airbnb Analysis

Machine Learning

• Equipment Failure Prediction
• Customer Acquisition through segmentation and classification
• Article Recommendation System
• Disaster Messages Classification with NLP
• Credit Card Fraud Detection
• Credit Card Client Default Prediction
• Churn Prediction for Telecom Company

Data Engineering

• Report Generator Project

Python Packages

• proba_distr - A Python package for probability distributions

Backend

• Find a Restaurant API