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AI-Powered CV Ranking and Resume Analysis Solution

#e-learning, #ML/AI

CHALLENGE

The client needed to address the time-consuming and subjective nature of CV screening. Traditional keyword-based filtering resulted in keyword manipulation and overlooked candidate qualities. Manual resume analysis was resource-intensive and prone to bias. The absence of an equitable ranking system hindered the identification of top candidates.

CLIENT

Leading HR Solutions Provider in Eastern Europe

TECHNOLOGY

Python, React, AWS SageMaker, Amazon Comprehend, Kibana

TEAM

Dedicated team with expertise in back-end and deep knowledge of machine learning.

INDUSTRY

E-learning

SOLUTION

Muteki Group was engaged in developing a comprehensive AI-powered CV ranking and resume analysis solution. The project involved key components:
●Collaborated with the client to define specific criteria for ranking candidates and understand their unique needs.
●Designed a scalable and efficient system architecture to process and rank CVs, integrating AI components seamlessly.
●Developed a state-of-the-art AI model utilizing keyword recognition techniques to extract relevant information from resumes.
●Implemented a robust ranking algorithm considering multiple factors, including abilities, expertise, soft skills, and professional qualifications.
●Leveraged AWS SageMaker and Amazon Comprehend for enhanced data processing and natural language analysis.
●Designed an intuitive user interface using React, enabling HR managers to interact with the system effortlessly.

IMPACT

The measurable outcomes of this project demonstrate significant progress and success:
●The system achieved high precision and recall, ensuring the correct identification of suitable candidates.
●HR managers experienced a substantial reduction in the time and resources required for candidate screening, leading to more efficient hiring processes.
●The quality of hired candidates, as measured by performance ratings and retention rates, improved significantly.
●HR managers and recruiters provided positive feedback about the system's usability and effectiveness.
●The system demonstrated impressive response times, throughput, and scalability, meeting the client's growing demands.

WE ARE EAGER TO APPLY OUR EXPERIENCE TO HELP YOUR BUSINESS GROW

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Muteki Groupは、ソフトウェア開発企業であり、8年間でスタートアップや企業向けに100以上のAIプロジェクトを実行し、成功してきました。80名以上のメンバーで構成されるプロフェッショナルチームはプロジェクトの全段階をカバーします。拠点はウクライナ、ポーランド、エストニア、日本、カナダ、アラブ首長国連邦にあります。

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