I will build a robust, durable, and secure ai agentic platform and service for you


About this gig
I build AI agents that actually work in production, not demos. At IBM, I have shipped multi-agent platforms for enterprise clients across finance, manufacturing, healthcare, and telecommunications. I know how to take an ambiguous business problem, design the right agent architecture, and deliver something reliable, observable, and cost-efficient.
What I build:
- Multi-agent systems with LangGraph, A2A protocol, and custom orchestration (deterministic, LLM-router, hybrid)
- RAG pipelines on AWS Bedrock, GCP Vertex AI, or OpenAI with vector search and retrieval optimization
- AI agents connected to databases, APIs, Slack, email, calendar, SAP, ServiceNow, and more
- Agentic browser automation (CDP, MCP, Browser-Use) for web workflows and scraping
- Text-to-SQL agents for querying your databases in plain English (93% accuracy on production railway data)
- Safety stacks: jailbreak detection, PII redaction, LLM judge evaluation
- Full observability with OpenTelemetry and Phoenix tracing
- MCP servers for connecting AI to your internal tools
Stack: Python, LangGraph, AWS Bedrock, GCP Vertex AI, OpenAI, Anthropic Claude, FastAPI, React, Next.js, Docker, Terraform
Get to know Muhammad B
AI Machine Learning Engineer
- FromCanada
- Member sinceJul 2026
Languages
English, Indonesian, French

