Karthikeyan Balakrishnan Email & Phone Number

Dallas, TX, US

United States

United States

• Workforce Training Optimization Model (Python, NLP, Scrapy, Tableau, GCP)
• Reduced 12 - 15% workforce training/recruiting budget by creating targeted employee training process
• Created data pipeline in GCP to track skills for job roles by parsing job description using NLP techniques
• Built web crawlers to collect career data from companies and extracted master skillset dictionary from EdTech

United States

• ETL Automation (MySQL, SSIS, Normalization)
• Replaced error-prone manual process and implemented an end-end ETL process to automate loading of data from Medical Record system to Agilon’s Core Database, saving 40-man hours/week
• Developed SQL scripts to extract target fields and Improved performance by query optimization techniques and designed an extensive mapping from source database tables to target fields

Chennai, Tamil Nadu, India

• Demand Forecasting & Explainability (Python, Time Series, InterpretML, Clustering)
• Developed actionable business insights to identify missing sales by 3 - 5% using an Interpretable LIME model
• Improved MAPE score of the model by 5% through feature engineering and time series modelling techniques
• Captured seasonality and cyclic patterns and Identified feature importance using Prophet model
• Identified high value products through volume and COV based clustering and prioritized business KPI’sPolicy Center Automation(Web APIs, AGILE, GIT, Jenkins)
• Eliminated manual effort of handling 38k policies per year by developing scripts to automate policy cancellation processes and integrating external systems using webservice APIs

Hosur Area, India

• Improved Inventory re-order point accuracy by 15% by developing sales prediction model using Time Series Analysis
• Achieved inventory optimization of ~20% by automating Inventory refilling and implementing the Kanban system.

Master'S Degree, Business Analytics And Information Management

B.Tech, Production Engineering