Competitive Research & Business Decision Report
Independent case study demonstrating how structured competitor research can support better business decisions.
I analyzed competing offers, pricing, positioning, strengths, weaknesses, and market differences, then organized the findings into a clear comparison framework.
The final deliverable combined competitor mapping, comparative analysis, key findings, market gaps, and practical recommendations for decision-making.
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32
Business Process Audit & AI Automation Roadmap
Independent case study demonstrating how a business can identify practical AI and automation opportunities across its operations.
I mapped key workflows, identified repetitive manual tasks and process bottlenecks, prioritized opportunities by business value and implementation complexity, and structured them into a phased automation roadmap.
The resulting framework included process analysis, opportunity mapping, prioritization, a pilot concept, and a practical implementation sequence.
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31
AI-Assisted Culinary Web Application
I coordinated the development of a web-based culinary assistant from initial requirements through iterative implementation, UI review, testing, and refinement.
My role focused on product requirements, workflow definition, AI-assisted development coordination, quality review, and translating user feedback into concrete product changes.
The project included repository setup, development iterations, interface review, testing, and preparation for publication.
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39
Production Workflow & SOP System for a Bakery
I transformed a real bakery production process into a structured operating system covering workflows, employee responsibilities, timing standards, equipment allocation, production sequencing, and multilingual SOPs.
My role included business process analysis, workflow design, operational documentation, and SOP development.
Key deliverables included a process map, responsibility matrix, timing standards, production sequence, equipment allocation rules, and a structure for visual work instructions.
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44