Ajay G

Data Engineering & Preprocessing

• Extracted and integrated large datasets from Snowflake and other sources into a unified repository.
• Applied data cleansing, feature engineering, and transformation techniques, improving model accuracy by 15%

Machine Learning & Deep Learning

• Streamlined data collection methods to minimize analysis errors.
• Developed and optimized ML models (regression, classification, clustering) to improve business processes.
• Automated repetitive tasks using scripting languages such as Python or R, saving time during the analytical process significantly.
• Implemented deep learning models (CNNs, fully connected networks) using TensorFlow & Keras for classification tasks.
• Deployed ML models in production using Docker on AWS/Azure.

Data Analysis & Business Intelligence

• Conducted statistical analysis (Python, R, Excel) to derive actionable insights.
• Designed 20+ Tableau dashboards & Power BI reports, enabling real-time decision-making for 5+ business units.

Data Pipelines & Automation

• Built and automated ETL pipelines for data ingestion, transformation, and deployment.
• Worked closely with data engineers, product managers, and business teams to align data science solutions with business goals.

Research & Mentorship

• Explored cutting-edge ML techniques and Snowflake optimizations to enhance data-driven workflows.
• Mentored junior team members on machine learning, deep learning, Snowflake, and Tableau best practices.
• Collaborated with cross-functional teams to integrate data science solutions into existing systems and processes.