Mohamad Hafiza Start
A focused workspace with a laptop showing product dashboards and code.

AI Product Builder

I turn messy ideas into usable systems, prototypes, and launch-ready web experiences.

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Selected Strengths

AI & Automation

LLMs, agents, retrieval, and workflow automation that create real leverage.

Full-Stack Execution

Backend systems, clean interfaces, and responsive product surfaces shipped end to end.

Systems Thinking

Scalable, reliable systems with observability, recovery, and operational clarity.

Clear Collaboration

Pragmatic partner energy: clarify quickly, iterate visibly, and deliver calmly.

Working Approach

  1. 1 Clarify

    Understand goals, constraints, users, and success metrics.

  2. 2 Design

    Map the system, define the MVP, and remove avoidable risk early.

  3. 3 Build

    Ship focused iterations with tight feedback loops.

  4. 4 Launch & Learn

    Go live, measure behavior, and improve what matters.

Featured Projects

Discuss a build

InsightHub

AI-powered research copilot that ingests documents, surfaces insights, and generates reports.

  • Next.js
  • PostgreSQL
  • RAG

FlowPilot

Workflow automation platform for operations teams that need reliable, visible process control.

  • TypeScript
  • Supabase
  • OpenAI

RouteWise

Route optimization and delivery planning with real-time constraints and re-optimization.

  • Python
  • FastAPI
  • Maps

Let’s build something great.

I’m open to client work, collaborations, and full-time opportunities.

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