I work with companies that aim to add AI abilities or investors who need to validate AI-based startups. What do I do? Translating business needs to an AI product strategy. Creating Dev Roadmaps that match the venture’s requirements and constraints. Executing and guiding the DS development. Recruiting and interviewing for diverse positions - DS, AI engineers, CTO/CDO. Providing Due diligence for investors in the AI sector, analyzing the alignment of the company’s vision, product, and work plan financing.

* Designed and led the work plan for multiple complex DS projects, combining causal inference with state of the art NLP algorithms in large scale (~60M free text data points). * Supported ML models in a live production cloud environment with more than 1M users. * Facilitated the AI team cooperations with all external teams, including software engineering, product and marketing. * Initiated new features driven by a deep understanding of the company’s KPIs and current business goals.* Conducted demos and presentations of the AI vision and results to the company board, as well as diverse investors and partners.* Joined at early stage (3rd AI team member) and developed company work methodologies of deploying AI features in synergy of all aspects and roles involved.

* Full research to execution responsibility for a sector of algorithms at the product, cooperating with other scientists and software engineers.

* Conducted comprehensive research including literature reviews, methods examination, and presentation of the process and results.* Designed and implemented ML models using complex signals, Specializing in biological networks and time series modeling. * Worked with a variety of algorithms such as decision trees, neural networks, optimization, and more.* Built research tools for data scientists that allows efficient and scalable work.* Joined at early stage (10th employee) and worked independently to develop any ML infrastructure and tools from scratch.

* Led cooperation with a large-scale Health maintenance organization for patients' medical records.* Guided research groups lead by experienced medical researchers and data experts.* Managed big data processing challenges, statistical tests, and visualization of the research results.

* Delivered detailed product specifications of a services marketplace, based on a user research and understanding of the market and its players. * Designed user interfaces to enable an excellent user experience, while defining the user journey with the goal of maximizing the user's transactions.* Joined at early stage (5th employee).

* Founded and led a multi-disciplinary group of 30 members, composed of data analysts & scientists, translators, and software developers. * Managed data-driven responses for real-time cyber events as well as long-term research projects.* Took part in the product design of a natural language processing recommendation system for widespread use.

* Developed and Led work plans for short and long-term research projects. * Focused on data mining and data collection. * Specialized in computer networks and cyber threats.