Ivy C.

Business & Data Analytics

Curious · Analytical · Detail Oriented

Driven by curiosity and disciplined by detail, I turn complexity into clarity that supports better decisions.

Ivy C.

Tech Stack


Python

SQL

Tableau

Power BI

Excel

My Analytics Skills

🧹 Data Cleaning & Preparation

  • Data Profiling & Validation
  • Missing Value Handling
  • Outlier Detection & Treatment
  • Feature Engineering
  • Normalization & Transformation
  • Text Preprocessing for NLP

🔍 EDA & Diagnostics

  • Univariate & Multivariate Analysis
  • Customer & Revenue Segmentation
  • Profitability & Cost Analysis
  • Operational Bottleneck ID
  • Variance & Comparative Performance
  • Dimensionality Reduction

📊 BI & Visualization

  • Tableau Dashboard Development
  • Executive KPI Reporting
  • Interactive Drill-Down Analytics
  • Time Series Visualization
  • Geospatial Analysis
  • Cohort & Funnel Reporting

🤖 ML & Predictive Analytics

  • Linear & Logistic Regression
  • Decision Trees & Random Forest
  • K-Means & Hierarchical Clustering
  • Principal Component Analysis (PCA)
  • RMSE & Classification Metrics
  • Feature Selection Techniques

📈 Time Series & Forecasting

  • ARIMA & SARIMA Models
  • Holt-Winters Smoothing
  • Trend & Seasonality Detection
  • Forecast Accuracy Evaluation
  • Demand & Revenue Forecasting

🧪 Experimentation & Stats

  • Hypothesis Testing
  • A/B Testing Implementation
  • Causal Thinking & Inference
  • Regression Diagnostics
  • Bias-Variance Analysis
  • Confidence Intervals

My Projects

Diabetes Prediction
Python ML XGBoost

Diabetes Risk Prediction

Using a massive dataset of 253,680 individuals, this project identifies high-risk candidates based on ADA standards.

Code & Repo View Slides
SQL Analytics
SQL

Husky Corp Performance Analytics

Developed and queried a structured Oracle SQL database to connect inventory, supplier, and transaction data.

Code & Repo

BEYOND THE CODE

Great analytics is not just about numbers. It is about how you think, how you spot patterns, and how you turn insight into impact.

  • Deep curiosity
  • Pattern recognition
  • Independent thinking
  • Strong abstract reasoning
  • Impact driven