✨ Data Scientist by job title, Efficiency Hacker by reputation. Hi, I’m Manmeet! I bring over 5 years of experience driving data innovation in banking, technology, and education—basically, I automate the mundane tasks, optimize the critical ones, and extract the “AHA!” moments from complex data. Here’s how I’ve made a measurable dent across roles: ⏱️ Turned a month-long testing slog into a 3-day breeze at Scotiabank by building an automated test-suite generator—got devs to actually smile (true story). 📈 Built anomaly detection and email alerting systems in Python, freeing up 25 manual hours/week and bringing 31 global jurisdictions in sync with model health monitoring. 🔄 Optimized parallel ETL pipelines to speed up data flow by 12%. Yes, I measure my success in milliseconds and dollars. 🚀 At Cognizant, I streamlined CI/CD pipelines with Jenkins, doubling deployment speed. Additionally, I leveraged my Splunk expertise to identify anomalies before they caused disruption. 📊 At Capgemini, I engineered 40+ Qlik dashboards and processed 1.5M+ records with Ab Initio + Teradata to boost decision-making, increasing customer satisfaction by 20%. 📚 On the academic side, I’ve published frameworks in NLP and data mining during my AI-focused MSc at Lakehead University, mentored 26 ML capstone teams (four of which won the “Best Project” award), and taught Data Structures with auto-grading features that were effective.