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FinTech

AI-Driven Investment Platform Redesign

Global Investment Firm
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Complex data visualization and unclear user flows were hindering adoption of their investment platform. Users struggled to make confident decisions with overwhelming information.

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Redesigned the entire UX with AI-powered personalized insights, simplified dashboards, and intelligent data prioritization. Implemented predictive analytics to surface relevant information at the right time.

  • AI-powered portfolio analysis and recommendations
  • Personalized dashboard based on user behavior
  • Simplified navigation with contextual guidance
  • Real-time market sentiment analysis
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127% increase in user engagement, 45% faster decision-making time, 89% user retention rate

+127%
engagement
45% faster
speed
89%
retention
4.8/5
satisfaction
UX DesignAI IntegrationData Visualization
Healthcare

Medical Device Go-to-Market Strategy

MedTech Startup
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Launching a new diagnostic device with unclear product-market fit. Limited understanding of regulatory landscapes and competitive positioning across target markets.

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Conducted comprehensive AI-powered market analysis across 15 countries, mapped regulatory requirements, identified ideal customer profiles, and developed differentiated positioning strategy.

  • AI market analysis across 15 countries
  • Regulatory landscape mapping
  • Competitive positioning strategy
  • Customer segmentation and targeting
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Identified $2.3B market opportunity, accelerated market entry by 8 months, secured partnerships in 3 key markets

$2.3B
opportunity
-8 months
acceleration
15 analyzed
markets
3 secured
partnerships
Market StrategyRegulatory AnalysisB2B
E-Commerce

Asia-Pacific Market Expansion

Fashion Retailer
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Needed to identify high-potential markets for expansion across Asia-Pacific but lacked local market intelligence and resources for traditional research.

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Deployed AI-powered market scanning across 12 regional markets, analyzing consumer trends, pricing dynamics, competitor positioning, and cultural factors to identify optimal entry points.

  • AI analysis of 12 regional markets
  • Consumer trend and behavior mapping
  • Competitor pricing and positioning analysis
  • Cultural adaptation recommendations
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Identified 3 high-potential markets with 40% lower CAC, successful entry into Vietnam and Thailand within 6 months

12 analyzed
markets
-40%
cac
6 months
entry
+85%
growth
Market ResearchExpansion StrategyE-Commerce
SaaS

User Retention & Product Optimization

B2B SaaS Platform
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High churn rate after onboarding, unclear understanding of why users were leaving, and which features drove retention.

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Implemented AI-driven user behavior analysis, automated feedback categorization, and predictive churn modeling to identify friction points and optimize the product roadmap.

  • AI behavior tracking and analysis
  • Automated feedback sentiment analysis
  • Predictive churn modeling
  • Feature impact assessment
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35% reduction in churn within 6 months, identified 3 critical retention features, improved NPS by 28 points

-35%
churn
6 months
timeline
+28
nps
3 identified
features
Product AnalyticsUser ResearchSaaS
Manufacturing

AI-Powered Operations Automation

Industrial Manufacturer
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Spent 20+ hours weekly on manual reporting, inventory forecasting, and data aggregation across multiple systems.

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Built custom AI automation pipelines for data collection, demand forecasting, automated reporting, and executive dashboards with predictive analytics.

  • Automated data aggregation from 8 systems
  • AI demand forecasting models
  • Executive dashboard with real-time insights
  • Automated weekly and monthly reporting
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85% reduction in reporting time, 28% improvement in forecast accuracy, ROI achieved in 4 months

-85%
time
+28%
accuracy
4 months
roi
8 integrated
systems
AutomationForecastingOperations
Education

EdTech Platform Strategy & Design

Online Learning Platform
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Low engagement rates and poor completion metrics. Students struggled to find relevant content and stay motivated.

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Redesigned learning experience with AI-powered personalization, adaptive learning paths, and gamification elements backed by behavioral data.

  • AI-driven content recommendations
  • Adaptive learning path generation
  • Gamification and progress tracking
  • Behavioral analytics and insights
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156% increase in course completion, 92% student satisfaction, 3x higher engagement time

+156%
completion
92%
satisfaction
3x
engagement
+67%
retention
EdTechPersonalizationUX Design

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