Skills
PROGRAMMING LANGUAGES
- Python
- R
- SQL
- NoSQL
- Core Java
- HTML/CSS
TOOLS & PLATFORMS
- Jupyter Notebook
- MySQL
- PostgreSQL
- Teradata
- Visualization Tools:
• Tableau
• Looker
• Seaborn
• Plotly
• Microsoft Excel
- Version Control System: Git
- ETL Tool: Informatica Power Center
- Workflow Automation Tool: Apache Airflow
- Apache Kafka
- Agile Tool: JIRA
- OHDSI Tool: WhiteRabbit
- Cloud Platforms and Services:
• AWS Services(Athena)
• Google Cloud Platform(GCP)
• Amazon S3
• Snowflake Database
- Data Security Platform: Protegrity
- Crowdsourcing Platform: Amazon MTurk
DATA SCIENCE & ANALYTICS
- Data Wrangling
- A/B Testing
- Continuous Integration and Continuous Deployment/Delivery (CI/CD)
- Exploratory Data Analysis (EDA)
- Feature Engineering:
• Principal Component Analysis (PCA)
• One-Hot Encoding
- Machine Learning Models:
• Regression Models
• Classification Models
• Clustering Analysis
• Prediction Models
• Decision Trees
• Random Forest
• Support Vector Machines
• Naïve Bayes
- Optimization Technique:
• Gradient Descent
• Grid Search
- Google BigQuery
- Excel & Spreadsheet Analysis
- RFM (Recency, Frequency, Monetary) Analysis and Customer Segmentation
- Strategic Planning & Decision Making
- Critical Thinking & Problem Solving
SOFT SKILLS
- Time Management
- Task Management
- Data Management
- Leadership