- Utilized advanced techniques like Natural Language Processing and BERTopic Modeling to improve safety communication, detect potential hazards, and successfully turned textual data into actionable safety insights. Presented findings and results at the IT CIO Return of Excellence 2024 event.- Collaborated with the Clean Energy Solutions team to develop a Propensity Model using DBSCAN for clustering and Voting Ensembler for classification. This project boosted strategic planning by providing a data-driven strategic client targeting.- Hosted the AI Community of Practice within the IDEA.AI team, promoting a strong culture of shared learning and best data science and AI practices across NextEra. This engagement fostered collaboration, improved problem-solving strategies, and facilitated knowledge sharing across teams.

• Partnered with Epoca International’s joint summer IT project with University of Florida to analyze 83 weeks of historical search term data from Amazon to detect search term trends. Identified product category trends by analysis of search term bigrams which were grouped under different time series patterns. • Recommended improved methodology for pattern detection to senior management including VP and Director of IT to assist with decision making for product lines to be expanded, maintained, or discontinued.

Optimized the supply chain for Return Glass Bottle (RGB) beverage production at largest company plant in Pakistan. • Monitored quality control of the washing and filling of beverage bottles in the supply chain process. Standardized processes to ensure compliance with industrial and health standards. • Investigated and analyzed data to identify wastage of Sodium Hydroxide (Caustic) at the bottle washer machine. Presented findings and made recommendations to management that led to equipment maintenance and re-calibration of caustic sensors that saved $100K annually. • Compiled water consumption data at RGB beverage production line and determined over usage in the operations process. Delivered suggestions to improve water consumption practices, reducing waste by 7%.