
As an AI Full-Stack Architect and Group Lead at Tikal, I bring over 20 years of experience in developing production systems, encompassing React and Next.js frontends as well as Python and Node.js backends deployed in the cloud. I specialize in designing agentic systems that facilitate reliable LLM-driven workflows, including multi-agent coordination and model harnesses, as well as embedding-based search and matching features. Through my work on Tikal's Agentic SDLC initiative, I contribute to the development of personas, rules, and agent skills, ensuring a consistent application of AI practices across projects. As a mentor in the Agentic Engineer course, I guide senior engineers in adopting AI coding tools within a spec-driven development framework, while also assisting clients in the adoption of new paradigms and technologies without hindering ongoing development.
Aplos
As the Fullstack Agentic AI Tech Lead at Aplos, I collaborated with the engineering manager, product director, and engineering team to develop an AI-powered SaaS product that effectively matches customers with relevant items from a comprehensive multi-source catalog. I designed and implemented embedding-based semantic matching, achieving a tenfold increase in core page load speed using HNSW vector search and precomputed rankings. I successfully launched the ingestion and scraping platform, ensuring it remained resilient against failing sources. Additionally, I integrated billing, authentication, and feature flags utilizing Next.js, Vercel, Neon Postgres, Trigger.dev, Firecrawl, Stripe, FusionAuth, and Flagsmith, employing a specification-driven agentic workflow with Cursor agents.
Accomplish.AI
At Accomplish, I developed an AI agent harness with smart computer use capabilities, enabling AI agents to reliably operate and complete tasks on a computer. In parallel, I maintained the company's open-source project, with over 10K GitHub stars, handling community tickets, updating and improving the project's architecture, and keeping it stable and moving forward as the community grew.

At Tastewise, I advanced the data scraping process by designing and implementing an AI-driven system that efficiently crawled thousands of diverse websites, each with unique structures and protections, to extract data into a unified schema. This involved conducting extensive research into scraping methodologies and AI-based techniques. I developed a robust ETL system in Airflow, leading the implementation, analysis, and continuous enhancement, which resulted in the successful and comprehensive crawling of all targeted sites, significantly improving data accessibility and quality.
Windward
Windward is a document automation platform that enables businesses to create dynamic, data-driven documents and reports through advanced template-based generation systems.
As a Senior Consultant, I provided specialized expertise in designing and implementing authentication and authorization solutions for their complex enterprise system. My engagement involved conducting thorough discovery sessions to understand customer requirements and existing system constraints, followed by designing a comprehensive authentication strategy with clearly defined milestones and deliverable tasks. I took a hands-on approach and helped to migrate all existing customer code to align with the new authentication methodology, ensuring seamless integration without disrupting ongoing operations. Additionally, I developed and executed the start of custom migration scripts to transfer legacy data to the new authentication framework, maintaining data integrity throughout the transition process. This short-term engagement showcased my ability to quickly understand complex systems and deliver critical infrastructure improvements with minimal disruption to business operations.

Cashcow is a fintech platform focused on optimizing cash flow management and providing financial insights for businesses through advanced analytics and automation.
As FullStack Hands-On Architect, I spearheaded the development of a comprehensive full-stack solution from conception to production. My work began with creating a new frontend project from nothing to a fully working POC in just 1 month, meticulously following the fullstack 12 factors methodology to ensure scalability and maintainability. I then architected and implemented the backend using a Python microservices architecture, leveraging FastAPI for high-performance APIs, GRPC for efficient inter-service communication, and PostgreSQL for robust data persistence. The architecture featured a custom-built authorization and authentication system designed for enterprise-grade security, along with a sophisticated contract generation system utilizing GRPC protocols. This comprehensive solution demonstrated my ability to rapidly deliver full-stack applications while maintaining architectural best practices and implementing complex business logic.

Noogata is dedicated to providing AI-powered sales insights and growth opportunities. By leveraging advanced data processing techniques, we deliver personalized results tailored to individual needs.
As a Fullstack team member, I quickly ascended to the role of Tech Lead. In this capacity, I oversaw the entire development lifecycle, from conceptualization to implementation. My responsibilities included: crafting detailed design documents, managing task allocation and progress, developing ETL services using K8S pods and Prefect, designing robust database schemas with technologies like Google BigQuery, MySQL, and Postgres, creating backend endpoints using Python and FastAPI, implementing comprehensive testing and development tools, and spearheading UI development with React, migrating from CRA to Vite, and integrating TanStack Query. I also led significant UI changes and handled other complex frontend tasks.

Melio gives you the flexibility to pay vendors, suppliers and contractors exactly the way you want. They’ll get a check or a bank transfer—and don’t even need to sign up. (It's like Bit application just for business)
My work in melio was to lead a team of fullstack developers in 2 of melio products group (Billpay & Platform).
Together My team & I were responsible for the Growth aspect of the product.
We developed features and improvements both from UI aspect & Backend aspect. and contribute a lot to the development culture of the group by adding documentation strategy and improving the E2E testing infrastructure and code coverage.
We used the following technolgies:

In Fintastic I lead a team of Tikal's pro camp, We moved the existing application from monolith to a micro frontend NX-based app. created a design system, based on supplied design, and started developing some sections in the application in the new methdogy.
Liveperson
In 4DCO I build the entire UI from scratch. I did so in a super-fast time of 3 months from nothing to Beta and another 6 months going to production. I decided to use the latest stack and technology such as NX monorepo, React (hooks), Mobx, GraphQL, and so on. I lead the UI team, implementing a development culture of testing, CI/CD, documentation, git-ops, and so on.
Liveperson
In Live Person, I gave a consultant in order to improve and optimize website score and loading time. I took advantage as a former SEO manager. did a full website scan and analysis with Google lighthouse. identified what affects the website score and created optimization suggestions that raised the website score from 18 to 82.
Indeni
In Live Person, I gave a consultant in order to improve and optimize website score and loading time. I took advantage as a former SEO manager. did a full website scan and analysis with Google lighthouse. identified what affects the website score and created optimization suggestions that raised the website score from 18 to 82.

In Personetics I gave a consultant and helped the team to move from a monolith and multi repo methodology to an NX-based monorepo micro-frontend methodology

In Joonko I gave a consultant and helped the team create a new UI project from almost scratch. We talked about how to implement Authentication, and how to automate some development culture tools that will make the process of developing the new project faster and more robust.



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