Open to opportunities

N Stp

@nstp

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AI Engineer and Full-Stack lead, building production AI systems that automate workflows.

Zimbabwe

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What I'm looking for

I’m looking for a remote role where I can build AI-first products end-to-end—owning architecture through production. I want fast iteration without sacrificing code quality, with room to apply agents/RAG and continuously improve LLM reliability and observability.

I’m an AI Engineer & Full-Stack engineer with 14+ years in software development and 2.5+ years focused on building and shipping production AI systems. I design AI-first / AI-native products end-to-end—from architecture and data pipelines to model orchestration, backend services, frontend apps, deployment, and monitoring.

I specialize in AI agents and multi-agent workflows, Retrieval-Augmented Generation (RAG), and intelligent search, with deep hands-on experience in LLM integration, evaluation, prompt optimization, observability, tracing, and continuous quality improvement. I build systems that automate complex workflows, reduce manual effort (notably 60%+), and deliver measurable business outcomes, while taking full ownership and balancing rapid time-to-market with high engineering quality.

Experience

Work history, roles, and key accomplishments

Current

AI Engineer & Full-Stack

Current

Say-Magic.com

May 2024 - Present (2 years 2 months)

Built an AI system for medical documentation, including RAG pipelines and LLM agents for processing structured data. Delivered an MVP and developed a no-code platform to automate business processes using AI.

RAG AI Agents React Next.js TypeScript NestJS Python fastAPI Qdrant OpenAI RabbitMQ MongoDB CI CD Zustand MVP Development

Tech Lead / Full-Stack & AI

Skylexit.com

May 2023 - Mar 2024 (10 months)

Developed a real-time web and mobile messaging platform with an AI assistant. Led scalable architecture and team leadership, and implemented an AI assistant using fine-tuned OpenAI models.

Real Time Systems OpenAI Models Firebase GCP Next.js React MobX React Native NestJS PostgreSQL Docker Engineering Leadership

Full-Stack Developer

Zdravcity

May 2021 - May 2023 (2 years)

Improved page load speed by implementing SSR/ISR, lazy loading, Intersection Observer, and caching optimizations. Built and evolved full-stack features for product pages and led performance/UX improvements using A/B testing and analytics.

Next.js React TypeScript ISR Lazy Loading Intersection Observer Caching A B Testing Product Analytics AWS PostgreSQL Docker MobX UX Optimization

Tech Lead / Frontend Developer

Klassroom.co

Feb 2019 - Apr 2021 (2 years 2 months)

Helped build and scale an EdTech SaaS platform from scratch to 2M+ users while growing the team from 2 to 15. Led frontend architecture for a multi-role educational platform and developed tools such as an online school book editor.

React TypeScript JavaScript WebSockets SPA Redux SASS HTML CSS Webpack Frontend Architecture

Senior Frontend Developer

Liveclass.fr

Jun 2017 - Dec 2018 (1 year 6 months)

Built an interactive whiteboard and improved performance through rendering and DOM optimization. Migrated the project to Angular, improving maintainability and development speed, and enhanced teacher/student UX.

TypeScript JavaScript NgRX Real Time Interactive Board Logic Refactoring