Led R&D of internal AI systems, focusing on multimodal LLM-based capabilities.
Developed a multi-model and multimodal agentic system for source code analysis and reverse engineering, enabling the generation of technical and non-technical documents from source code based on user-defined tasks.
Developed a multi-model agentic workflow for enhancing and localizing technical documentation.
Developed an assistive Slack-based agent.
Conducted research at the intersection of AI and blockchain technologies, such as AI-enabled wallets.
Drove the AI transformation across the organization, enhancing AI literacy in all departments.
Formalized AI-enhanced engineering and production workflows, including the introduction of standardized tools, roles, and procedures across the organization.
Performed R&D in Perception (Computer Vision, Deep Learning, Semantic Segmentation).
Performed R&D in Sensor Fusion and Localization (Probabilistic State Estimation, Tracking, Kalman Filter, EKF, UKF, Particle Filter).
Performed R&D in Behavior Prediction (Model-Based Behavior Prediction, Data-driven Behavior Prediction, Naive Bayes Classifiers).
Performed R&D in Path & Trajectory Planning (Hybrid A*, Behavior Planning, Trajectory Generation, Jerk Minimization).
Performed R&D in Control (PID, MPC).
Initiated and led the development of an AI & Data platform product from scratch.
Developed and executed the project’s vision, strategy, and roadmap, from ideation to launch.
Managed the development team and led in high-level technical decisions, such as architecture and technology choice.
Prototyped various algorithms and AI components for use in the platform.
Communicated extensively with multiple teams, from executives to marketing to business, to ensure alignment and success of the platform.
Multidisciplinary professional with over a decade of cross-domain AI experience. Skilled across the full spectrum of AI, with a particular focus on Agentic AI. I solve AI ⨂ {*} problems one challenge at a time, driven by an architecture-first approach. I provide research, solution design, and strategic AI consulting. Get in touch!
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