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Muhammad ZayanMZ
Open to opportunities

Muhammad Zayan

@muhammadzayan

I build production LLM and voice AI systems, from agent evaluation to real-time customer calls.

Pakistan
Message

What I'm looking for

I'm looking to build and operate production AI systems, especially LLM agents, retrieval workflows, voice AI, and ML infrastructure where evaluation, latency, and reliability matter.

I'm the technical co-founder of TalkLease, a voice AI platform for US property management companies that handles inbound leasing calls, tour booking, maintenance triage, and post-call summaries. I built its full stack with FastAPI, Next.js, PostgreSQL, Twilio, and a real-time speech pipeline with sub-second turn latency.

At Apifiny, I built a real-time multimodal voice agent using FastAPI, Unity3D, WebSockets, GPT-4o, Gemini, streaming STT/TTS, and Oculus Lip Sync, achieving sub-300ms end-to-end response latency. At enablers.ai, I ship production React and TypeScript features and built Candy Sort, a browser-based mobile puzzle game using Matter.js.

I also build production-minded AI systems, including AWS alert-triage agents, multi-agent LangGraph workflows, Kubernetes MLOps pipelines, and RAG evaluation harnesses. My work includes a sentiment model reaching 0.89 F1 and graph-augmented retrieval that improved accuracy by about 35% over a naive baseline.

Experience

Work history, roles, and key accomplishments

EN
Current

Programming Associate

Enablers.ai

Jul 2026 - Present (2 months)

Ship production React/TypeScript in a reviewed codebase serving live users, with feature development through to release. Built and shipped Candy Sort, a browser-based mobile puzzle game with physics-driven mechanics and retention-focused systems.

Education

Degrees, certifications, and relevant coursework

FAST-NUCES logoFA

FAST-NUCES

Bachelor of Science, Computer Science

Activities and societies: Teaching Assistant, 2 semesters

Pursuing a Bachelor of Science in Computer Science with coursework in Deep Learning, Generative AI, MLOps, and Machine Learning. Served as a Teaching Assistant for two semesters.

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