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Danalytiks/README.md

πŸ‘‹ Hi, I'm Daniela

🎯 Junior Data Scientist with background in Aviation & Operational Optimization.

✈️ Aviation analytics β€” GateRunner

πŸ”Ή Industrial machine learning β€” SteelProof

πŸ”Ή Time series forecasting β€” Taxi demand prediction

Tech stack: Python β€’ Pandas β€’ Scikit-learn β€’ React β€’ TypeScript β€’ SQL

🌍 Brazil πŸ‡§πŸ‡· | Germany πŸ‡©πŸ‡ͺ


πŸš€ Current Project

✈️ GateRunner β€” Aviation Connection Risk Modeling

A data-driven application that predicts whether a passenger can safely make a flight connection using probabilistic timing models. Currently improving airport timing models and expanding airport datasets.

πŸ”— Project: https://github.com/Danalytiks/Gaterunner

πŸ’‘ About Me

Data-driven professional passionate about transforming raw data into actionable insights, with a strong interest in aviation analytics and operational optimization.

Completed the TripleTen Data Science Bootcamp, gaining practical experience building end-to-end machine learning solutions using Python, Pandas, NumPy, Scikit-learn, and Streamlit β€” including data preprocessing, feature engineering, model development, and evaluation.


πŸ› οΈ Tech Stack


πŸ“Š Core Skills

  • Machine Learning
  • Predictive Modeling
  • Exploratory Data Analysis (EDA)
  • Feature Engineering
  • Model Evaluation & Cross-Validation
  • Data-Driven Decision Making

πŸ“« Connect With Me

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  1. Gaterunner Gaterunner Public

    Flight connection risk predictor using airport timing models and probabilistic buffers.

    TypeScript

  2. instacart-customer-behavior-analysis instacart-customer-behavior-analysis Public

    Customer behavior analysis project focused on data cleaning, EDA, and purchasing pattern insights using Python and Pandas.

    Jupyter Notebook

  3. taxi-demand-time-series-forecast taxi-demand-time-series-forecast Public

    Jupyter Notebook

  4. SteelProof-Industrial-Temperature-Prediction SteelProof-Industrial-Temperature-Prediction Public

    Machine learning project to predict final steel temperature in industrial production processes.

    Jupyter Notebook

  5. smart-ultra-plan-classifier smart-ultra-plan-classifier Public

    Classification model to recommend mobile plans (Smart vs Ultra) using customer behavior data with model tuning and test evaluation.

    Jupyter Notebook

  6. rusty-bargain-price-model rusty-bargain-price-model Public

    Jupyter Notebook