Open to opportunities

Mahmood Ahmad User

@mahmoodahmaduser

I build production LLM agents, RAG pipelines, and cloud-native AI platforms with measurable reliability and automation gains.

Pakistan

Message

What I'm looking for

I'm looking to build production AI products where I can own LLM systems end to end, from agent architecture and backend infrastructure to user-facing delivery, while continuing to lead and mentor engineers.

At Bave Holdings, I built and deployed production LLM platforms, multi-agent systems, and AI automation tools, including MyBioAI, which served 100+ concurrent sessions with 99.5% uptime and 95% factual accuracy.

I’ve improved e-commerce web analysis, company intelligence scraping, and data reporting pipelines—processing 10,000+ records daily, achieving 95% scrape success across 1,400+ companies, and reducing a four-hour weekly reporting workflow to 15 minutes. My work spans FastAPI backends, LLM integrations, AWS deployment, Playwright automation, and React frontends.

I also co-founded PrevYou, a live AI virtual try-on SaaS, and mentor junior engineers across concurrent Agile projects.

Experience

Work history, roles, and key accomplishments

AI/ML Engineer

Bave Holdings

Aug 2024 - Dec 2025 (1 year 4 months)

Architected and deployed a production multi-user LLM platform with 99.5% uptime and 95% factual accuracy. Led engineering leadership, mentoring interns and junior engineers across multiple projects.