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Web Application / AI Matching System2025

AI-Powered Talent Matching Dashboard

Zero One Group (Client under NDA)

Developed an AI-powered dashboard enabling organizations to optimize internal talent mobility by matching employees to open roles through a conversational interface.

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The Challenge

Organizations struggled to efficiently identify suitable internal candidates for open roles, leading to unnecessary external hiring and poor talent utilization. Existing systems lacked the intelligence to match qualitative skills and experience with job requirements.

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The Process

1

Analyzed requirements for internal talent mobility and skill matching

2

Designed bidirectional matching logic for Job-to-Employee and Employee-to-Job scenarios

3

Developed a conversational AI interface for querying talent pools using natural language

4

Implemented insight-driven recommendations to explain match quality

5

Built a dashboard for visualizing talent alignment and workforce planning

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The Solution

Delivered an AI-driven talent matching platform where stakeholders can use natural language to find the best internal candidates. The system provides bidirectional recommendations, explains match reasoning, and facilitates data-driven workforce planning.

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The Outcomes

Internal Mobility
Optimized utilization of existing talent pools
Hiring Efficiency
Reduced reliance on external recruitment for fillable roles
AI Precision
Accelerated decision-making with explainable AI recommendations

Skills & Methods

AI/MLHR TechTalent MatchingConversational UIB2B

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