Inside getacon: How AI helps our business?
At getacon, we leverage artificial intelligence (AI) to support the matching of consultant & expert profiles with project demands. But how exactly did we do this? The process can be structured in 4 parts:
Data Preparation:
- Data Collection: We gathered project demands, descriptions, and consulting profiles with skills.
- Data Preprocessing: We cleaned, standardized, and handled missing data in the collected dataset.
Model Development:
- Feature Extraction: We extracted relevant features from project demands and consulting profiles.
- Skill Ontology Creation: We developed a skill categorization system to understand skill relationships.
- AI Model Training: We trained a machine learning model using the preprocessed data.
Matching System Implementation:
- Matching Algorithm Development: We created an algorithm considering project demands, skills, and other factors.
- Testing and Evaluation: We evaluated the model’s performance using a separate dataset and metrics.
- Refinement and Iteration: We improved the model based on evaluation results and user feedback.
- Deployment and Integration: We integrated the matching system into the consulting platform and our workflows.
Maintenance and Monitoring:
- Monitoring and Maintenance: We regularly monitor and update the model to ensure accuracy and relevance.
We do our best the provide our customers with top matches that fit. One crucial dimension is feedback provided by you – be it upon project completion of during the project work: we gather the data points and feed it to our AI models.
Data Privacy Disclaimer
Although we leverage the power of AI in our processes, we highly prioritize and value your data privacy. We understand the importance of maintaining the confidentiality and security of your information. Our AI systems are designed and implemented with stringent privacy measures in place. We adhere to industry best practices and comply with relevant data protection regulations. Rest assured that your personal data and project details are treated with the utmost care and are used solely for the purpose of providing you with accurate and efficient matching services. Transparency and trust are integral to our approach, and we are committed to ensuring that your data remains private and protected throughout our AI-driven matching journey.
