I will build custom ai agents and automation workflows

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Mohanad Barakat

About this gig

I build AI agents that survive contact with production. Not chatbot demos that break on the second edge case.


In 2025 I was Human Data Lead at xAI, working on Grok's pre-training, SFT and RLHF alignment. I now run MBAI Group and have shipped 20+ AI products. So I know exactly where agents fail: silent tool errors, runaway loops, cost blowouts, and confident hallucination. I design against those first.


WHAT I BUILD

- Custom MCP servers and tools for Claude / Claude Code

- Multi-step agent pipelines with retries, guardrails and human checkpoints

- Lead-gen, research, content and ops automation (APIs, webhooks, n8n)

- Model gateways and routing that cut your token spend

- Usage and cost dashboards so you can actually see the burn


HOW I WORK

You get a scoped plan before I write a line of code, software you can run yourself, and documentation in plain English. Your repo, your keys, your infrastructure. No lock-in.


I will also tell you when you do not need an agent. That happens more often than you would think, and it saves you money.


Message me with what you are trying to automate and I will tell you honestly whether it is a 3-day job or a 3-week one.

Get to know Mohanad Barakat

Mohanad Barakat

Human Data Lead AI Pre Post Training

  • FromEgypt
  • Member sinceMay 2025
  • Avg. response time1 hour
  • Languages

    English, Arabic, Hungarian, French
I am a Human Data Lead and AI Trainer with extensive experience in large-scale pre-training and post-training alignment for LLMs. I specialize in RLHF, prompt engineering, and data engineering to optimize model performance. My background includes developing high-throughput pipelines and sophisticated reasoning frameworks to enhance AI utility and accuracy.

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