Transforming Operational Challenges into Data-Driven Solutions
With a foundation in Mechanical Engineering and a passion for analytics, I transitioned into Data Science to create value through automation, machine learning and actionable insights.
At PGP Glass, I led new product development as Head of Department, boosting NPD output by 43% and earning client recognition. Earlier, as Assistant Manager – Quality Control, I built Excel VBA reporting systems that cut preparation time by 89% and supported SAP S/4 HANA QM and RTMI integration.
My skills span Python, SQL, Power BI, Excel VBA and ML/DL libraries such as Scikit-learn and TensorFlow. I’ve applied them in projects like Absenteeism Prediction, MNIST Digit Recognition and Audiobook Recommendation, solving real-world problems with advanced analytics.
Core Competencies: Data Analysis | Machine Learning | Predictive Modeling | Process Automation | Power BI | SQL | Python | Model Deployment | Six Sigma | SAP QM
· Pursued full-time upskilling in Data Science, focusing on machine learning, data visualization and statistical modelling using Python, SQL and Power BI.
· Developed and deployed multiple end-to-end ML models:
· Absenteeism Predictor (Classification – scikit-learn, pandas, Pickle)
· Real Estate Price Estimator (Multiple Linear Regression)
· MNIST Digit Classifier (Deep Learning – TensorFlow)
· Audiobook Recommendation System (Supervised Learning)
· Created dynamic dashboards in Power BI to visualize project KPIs and trends.
· Earned certifications from UC Davis (SQL), Microsoft (Power BI) and 365 Careers (Full DS Bootcamp).
· Applied best practices in model validation, data wrangling and production-readiness using Python and Git.
· Led the development of new glass packaging products, increasing annual NPD output by 43%.
· Built interactive Power BI dashboards to monitor NPD KPIs.
· Delivered high-priority product launches under tight deadlines; earned direct client recognition for timely and quality execution.
· Built strong client relationships with major domestic and international stakeholders through consistent delivery and technical collaboration.
· Managed product lifecycle from concept to production, coordinating with internal and external teams.
· Evaluated employee performance and conveyed constructive feedback to improve skills.
· Recruited, interviewed and hired employees and implemented mentoring program to promote positive feedback and engagement.
· Reduced palletization losses by 16% through process optimization.
· Automated reporting processes for the QC department across the plant using Excel VBA, reducing report preparation time by 89%.
· Built interactive Power BI dashboards to monitor production KPIs and losses across shifts.
· Oversaw compliance for Quality Systems including ISO 45001, ISO 14001, ISO 15378, FSSC and BRC.
· Core team member for SAP S/4 HANA Quality Module; contributed to SAP-RTMI integration.
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