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• Led a team of 2 analysts to convert client requirements to technical use case and deliver critical functionalities

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