RAG Is Not the Architecture. Evidence Is.
A claim-first architecture for data agents that plans retrieval, verifies evidence, repairs weak answers, and learns from failure.
Technical capabilities and language proficiency, including advanced Hebrew communication skills.
Languages
Communication profile
Advanced in reading, writing, and speaking.
Always learning. I actively explore emerging tools, AI/ML workflows, and modern patterns to keep every domain sharp and future-proof.
Full stack • Always adapting • Ship with purpose
• Architect and ship production AI systems across messaging, voice, email, CRM, analytics, and workflow automation products. • Design agent runtimes with adaptive planning, retrieval, tool orchestration, evidence verification, guardrails, and human handoff paths. • Build real-time voice and communications infrastructure with WebSockets, event-driven workers, concurrency controls, retries, monitoring, and cost safeguards. • Develop full-stack SaaS products using React, Next.js, TypeScript, Python, Node.js, MongoDB, PostgreSQL, Redis, and third-party APIs. • Translate complex business operations into reliable software, from product strategy and system architecture through deployment, observability, and iteration.
• Develops a strategy by conducting market research and analyzing competitor data to identify key growth opportunities within the company's products, processes, and personnel. Continue to then develop and implement a profit-driven strategy for each store in partnership with other department heads and regularly track and report on performance metrics. • Create and deliver sales training programs to Brand Education Manager and teams across multiple locations. • Partner with cross-functional teams to define specific business objectives, create, and execute roll out strategy to fleet, identify opportunities for improvement and take corrective action. • Communicate weekly strategy status updates in meetings and written forms, showing progress against negative performance, including potential strategy risks. • Conducted market research and analyzed competitors to identify key opportunities for growth within the company’s products, processes, and personnel. • Developed and implemented a profit-driven strategy for each store in partnership with the Director of Operations, Director of Product, and Head of Retail Development, tracking and reporting on performance metrics on a monthly and quarterly basis.
• Develops a strategy by conducting market research and analyzing competitor data to identify key growth opportunities within the company's products, processes, and personnel. Continue to then develop and implement a profit-driven strategy for each store in partnership with other department heads and regularly track and report on performance metrics. • Create and deliver sales training programs to Brand Education Manager and teams across multiple locations. • Partner with cross-functional teams to define specific business objectives, create, and execute roll out strategy to fleet, identify opportunities for improvement and take corrective action. • Communicate weekly strategy status updates in meetings and written forms, showing progress against negative performance, including potential strategy risks. • Conducted market research and analyzed competitors to identify key opportunities for growth within the company’s products, processes, and personnel. • Developed and implemented a profit-driven strategy for each store in partnership with the Director of Operations, Director of Product, and Head of Retail Development, tracking and reporting on performance metrics on a monthly and quarterly basis.
• Oversee and manage designated stores and related personnel, revenue generation, and goal attainment. • Increased business revenues consistently by 5%-15% month-over-month, by implementation of district training tools, and strong analytical reports, and creating compliment expectations based on store plan. • Provided managers with business insights through data-driven analysis of product, fixture and payroll performance. Accomplished saving over $200k in payroll and producing $2.8 million in revenue. 30% revenue growth from 2019-2021. • Demonstrated strong leadership skills in sales, customer service, and human resources, developed and implemented a talent development program to identify and cultivate future leaders within the organization. • Maximized sales and profitability through cost-effective management of payroll, commission, and incentives across all district stores. • Managing inventory levels and either meet or exceed inventory control metrics monthly, keeping many stores under 1% shrink. • Created and executed action plans that align with company branding, performance improvement plans, developmental plans and initiate corrective measures as needed to meet key performance indicators (KPIs). • Tracking and analyzing sales performance to achieve district goals. • Ensured that visual merchandising aligns with company and vendor branding guidelines. • Successfully opened and launched 5 new store locations, overseeing the hiring, training, and operational setup of each location.
• Managed a team of up to 11 employees responsible for retail operations for designated sales production. • Delegated duties and enabled the team to consistently exceed weekly sales goals. • Trained and mentored employees, empowering individuals to implement personal approaches to achieve sales. • Monitored performance, measured sales and profitability, and delivered regular reports to the Dm. • Incorporated up-selling and cross-selling techniques to enhance revenue and profits. • Controlled inventory and other costs while ensuring proper stocking, ordering, and supply of merchandise. • Consistently reached 20% above LY net profit objectives.
A claim-first architecture for data agents that plans retrieval, verifies evidence, repairs weak answers, and learns from failure.
An interactive case for local SLM-first AI architecture, cheaper inference, private data, and LLM escalation only when the task earns it.
Always interested in new opportunities, collaborations, and conversations about technology and design.