Step into a world where data meets design. Explore how I transform complex problems into clear, actionable insights — one analysis at a time.
AI-focused Business Analyst with experience in requirements analysis, process optimization, KPI tracking, and data-driven decision support. Strong ability to translate analytical findings and machine learning outputs into actionable business insights. M.S. Business Information Technology candidate at DePaul University with a foundation in systems analysis, Agile delivery, and operational strategy.
Business Analysis
Requirements, KPIs, Gap Analysis
Data & Analytics
SQL, Power BI, Python, Excel
AI & ML
Model Documentation, Responsible AI
Agile / Scrum
Jira, Confluence, UAT Support
M.S. Business Information Technology
In ProgressDePaul University
B.E. Information Technology
CompletedOsmania University
End-to-end case studies demonstrating data-driven problem solving and measurable business impact.
78%
Prediction Accuracy
8
Key Features Identified
15–20%
Response Time Reduction
Law enforcement agencies needed a data-driven approach to predict crime hotspots and allocate resources efficiently. Traditional methods relied on historical patterns without accounting for socioeconomic factors.
85%
Cluster Validity
92%
Variance Retained
20–30%
Cost Reduction
Healthcare providers needed to segment patients into risk groups for targeted interventions. With 30+ health metrics per patient, manual analysis was inefficient and prone to missing patterns.
94%
Categorization Accuracy
0.68
Silhouette Score
80%
Editorial Work Reduction
News organizations needed to automatically categorize thousands of daily articles without manual tagging. Manual categorization was time-consuming and inconsistent across teams.
62% → 92%
Task Completion Rate
4.5 → 2.1 min
Ordering Time
3.2 → 4.6/5
User Satisfaction
Fast-food chains experienced high abandonment rates on self-service kiosks, especially among first-time users. Existing interfaces were cluttered and confusing.
30%
Stockout Reduction
40%
Reconciliation Time Saved
Daily
Manual Checks Eliminated
Retail store management struggled with stock discrepancies, manual reorder processes, and lack of real-time visibility into inventory levels, leading to overstock and stockout situations.
100%
Sprints Delivered On Time
0
Scope Creep Incidents
100%
Requirements Traced
A team project requiring structured Agile project management to deliver a web-based city exploration platform within defined sprints and budget constraints.
−80%
Manual Tracking Effort
100%
Reporting Automation
12+
Budget Categories Tracked
Individuals lacked a structured, automated way to track income and expenses, leading to poor financial visibility and reactive rather than proactive financial decisions.
Amazon
Vertilink Technologies
Himalaya Book World
Osmania University
Pantech eLearning
DePaul University
Relevant Coursework
Osmania University
Google / Coursera
2024Microsoft
2024Project Management Institute
2023IIBA / Udemy
2023IBM / Coursera
2022Building a personal toolkit that integrates AI-assisted requirements elicitation and KPI tracking for business analysts.
Developing a real-time business intelligence dashboard integrating multiple operational data sources with predictive alerts.
Currently pursuing graduate studies in Business Information Technology with focus on systems analysis, IT project management, and business innovation.
Community Outreach Programs
Organized community outreach events that improved local engagement by 40%. Coordinated volunteers, managed logistics, and tracked impact metrics.
DePaul University Business & Technology Clubs
Participated in workshops and seminars on leadership development and operational excellence. Engaged with industry professionals and peers on emerging tech trends.
Osmania University
Designed and maintained an automated Google Sheets system for tracking student event logistics. Enabled team collaboration, resource tracking, and status visibility through Google APIs.
Experimenting with LLMs, prompt engineering, and AI-assisted analytics tools. Staying current with AI research papers and building small automation projects.
Designing handmade items, exploring creative construction, and applying design thinking to physical projects. Finds joy in the process of making something from scratch.
Enjoys logic puzzles, data challenges (Kaggle), and analytical brain teasers. Approaches complex problems with structured thinking and creative solutions.
Turning raw datasets into compelling visual narratives using Power BI and Python. Passionate about making data accessible and meaningful to non-technical audiences.
Avid reader of business strategy, technology trends, and behavioral economics. Regularly follows AI industry publications and applies insights to analytical work.
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Ready to collaborate on data-driven solutions or discuss your next project? I'd love to hear from you.
[email protected]
linkedin.com/in/zuhasana
GitHub
github.com/zuhasana
Google Dev
g.dev/zuhsana
© 2025 Zuha Sana · AI-Focused Business Analyst | Data Analytics | UX-Driven Product Insights