Manzar A

Founder & AI Automation Engineer

Sales Amplifiers LLC • Self-employed

Jan 2022 - Present • 4 yrs 7 mos

# Founder & AI Automation Engineer — Sales Amplifiers **January 2022 – Present** Design and deploy proprietary automation infrastructure and AI-powered business systems that reduce manual work and improve operational efficiency. Build custom automation backends, webhook routers, CRM pipelines, and data-processing systems using Node.js, JavaScript, MySQL, APIs, and AI technologies. Develop systems that capture, score, route, and process business data in real time, while optimizing data-ingestion architecture for scale and reliability. Focus on AI agents, workflow automation, CRM systems, API integrations, sales automation, and scalable software infrastructure.

Applied AI Engineer

Keycodes • Full-time

Jan 2026 - Apr 2026 • 3 mos

Architected end-to-end data ingestion and content-processing pipelines using n8n and customized Python scripts. Integrated Anthropic and OpenAI APIs to automate structured data extraction from unformatted sources, reducing data retrieval times by 40%. Built defensive error-handling and validation layers into LLM prompts and multi-step production agents to improve reliability and reduce hallucination risks. Focused on AI automation, LLM integrations, production AI agents, data processing, and reliable workflow architecture.

Full Stack Engineer

SpeedSize • Full-time

Jan 2015 - Jan 2020 • 5 yrs

Architected, deployed, and maintained scalable web applications and relational data systems from concept through production. Managed end-to-end development lifecycles, connecting high-performance backend systems with responsive frontend interfaces. Built a strong foundation in full-stack development, backend architecture, databases, web applications, and production software delivery.