MEdia
AI That Builds Better Teams
Internally developed. Actively used. Constantly evolving.
Highlights / Intro
At unosquare, AI isn’t just something we build for clients; it’s something we use every day.
Our internal AI Talent Search Tool, developed by our AI & Data Centers of Excellence, is redefining how we identify, match, and deploy top engineering talent across global projects.
Designed to optimize speed, accuracy, and human insight, this proprietary system allows practice leads to instantly find the right professionals for any engagement—turning a manual, hours-long process into a matter of minutes.
How It Works
The AI engine leverages similarity models trained on unosquare’s extensive talent data to match candidates against project requirements.
Using natural language processing and multi-factor weighting, it evaluates:
Job Title &
Technical Stack
Programming Languages
Soft & Inferred Skills
Experience & Education
Language Proficiency
The AI engine leverages similarity models trained on unosquare’s extensive talent data to match candidates against project requirements.
Results are displayed in an interactive similarity map and a percentage match grid, allowing decision-makers to quickly visualize fit and make data-driven staffing decisions.
Once the ideal match is found, the Generative AI Presentation Tool automatically generates a customized client-facing summary, saving valuable time and ensuring consistency across presentations.
This innovation came to life through collaboration across Unosquare’s key Centers of Excellence; each bringing specialized expertise to make AI work at scale:
AI COE → trained and fine-tuned similarity and generative models using advanced NLP and embedding techniques to match and present talent with precision.
Data COE → structured, cleaned, and enriched talent datasets, enabling consistent model accuracy and transparent data lineage.
Software Engineering COE → built the backend logic and APIs powering scalable, real-time matching across hundreds of roles and candidates.
When knowledge meets the cloud, data becomes the foundation for innovation.
Next Starts Here
