Ramish Fatima
Senior Data Analyst @Tufts Medical Center
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WORK HISTORY
Senior Data Analyst @Tufts Medical Center
Extracted and cleaned thoracic surgical video and annotation data in CVAT and Python, standardizing 3 to 6 labels per frame across 47 annotated videos and 12,300 frames to create analysis ready datasets for modeling. Performed statistical evaluation of surgical AI video segmentation in Python, comparing XMem vs U Net across 10%, 25%, 50%, and 100% training fractions and reporting cross anatomy mIoU 72.3%(SD 3.1%) with average IoU 73.4%
EDUCATION
National University of Science & Technology, Islamabad
Bachelor’s Degree, Software Engineering
Northeastern University
Analytics, Mathematics and Computer Science
Divisional Public School and College Sahiwal
High School, Pre-Engineering
SKILLS
ABOUT RAMISH FATIMA
Started as an Automation Engineer and discovered my passion for data while optimizing industrial processes. This journey led me to pursue an MS in Analytics at Northeastern University, where I transformed my engineering problem-solving mindset into data-driven decision making. 500, I\'m skilled in predictive modeling, statistical analysis, and data visualization to help companies make smarter, data-backed choices: Python (Pandas, NumPy)| SQL | ETL/Data Pipeline | Machine Learning | Cloud Analytics (AWS/Azure): Power BI | Tableau | Looker | Excel Advanced | Google Data Studio: Predictive Analytics | Time Series Forecasting | A/B Testing | Data Mining | Risk Analysis | Customer Insights/: Large Language Models (LLMs)| Prompt Engineering | RAG Implementation | AI-Powered Analytics | Automated Reporting : KPI Development | Dashboard Design | Data Storytelling | Cross-functional Collaboration | Revenue OptimizationMy Projects: https://github.com/RamishFatimaa & | HealthcareBuilt analytics solutions, predictive models, and BI dashboards. Worked with cross-functional teams to analyze customer behavior, optimize pricing, track KPIs, and automate reporting workflows:Always experimenting with AI-powered analytics and the latest techniques to cut analysis time in half. My engineering background means I see data differently. I don\'t just analyze, I build systems that scale. If there\'s a 10-hour manual process, I\'ll automate it. I stay current with emerging tech, from GenAI to new ML frameworks, ensuring my solutions are always cutting-edge:• Writing about data analytics trends on Medium• Active on Kaggle competitions• Continuously learning the latest in GenAI and ML• Solving Leetcode SQL Challenges• Currently exploring how GenAI can make analytics faster and more accessible.Always up for discussing new approaches to old data problems. in Data Analytics, Business Analysis and Impact, Business Intelligence, Analytics Engineering, Supply Chain Analytics, and AI-powered data roles where I can contribute to digital transformation and business growth.
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