Tailored AI solutions and rigorous data validation for off-domain problems.
Led by Eldar (Lev) Ron, an R&D Engineer with over 14 years of applied experience.
Based in Tallinn, Estonia. Operating globally.
At Tarkvisioon, we specialize in solving complex, off-domain problems where off-the-shelf models fail. Our foundation is highly analytical: while we actively embrace new technology, we adopt it critically.
By relying on tailored metrics and thorough data validation, we constrain AI-driven development to prevent overfitting and ensure robust performance.
With a background spanning construction tech, medical imaging, robotics, and virtual fitting, Tarkvisioon brings fresh, out-of-the-box thinking to unique, proprietary datasets.
3D Registration & Detection: Reconstructing 3D object positions and developing semi-rigid alignment algorithms tailored for complex environments.
Representation Learning: Engineering feature-encoding pipelines that leverage massive volumes of unlabelled domain data to ensure generalization.
Noise Reduction & Calibration: Filtering photogrammetric noise and automating camera calibration workflows for sub-inch resolution.
Domain-Adapted LLM Agents: Architecting text-based insight agents that transform structured database tables into actionable, real-time operational narratives.
Zero-Trust Validation: Building strict verification layers and enforcing professional domain-language rules to eliminate AI hallucinations and ensure absolute reliability.
Tarkvisioon is available for 100% remote engagements tailored to your company's needs:
Project-Based Contracts: Operating as a 3rd-party expert to solve well-defined algorithmic or deep-learning problems directly against your data.
Freelance Consulting & R&D Integration: Providing end-to-end architecture and senior contribution to augment your remote engineering teams.
Technical Advisory: Accompanying your development cycle from preliminary design to production—defining metrics, validating models, and reviewing code.
Startup Co-Founding: Partnering with visionary founders to architect and build robust new deep-tech ventures.