I will build ai agent, ai automation, ai chatbot and llm integration


Informazioni su questo servizio
I build AI agents that survive production - not demos that break on the second edge case.
Head of AI Product Development, 10 years engineering. I architected Scopien, an autonomous agentic platform that runs end-to-end Salesforce operations, and Kaia, an AI agent for enterprise risk teams.
WHAT I BUILD
- AI agents and autonomous multi-agent systems
- LangGraph and LangChain agent workflows
- AI automation for repetitive business processes
- AI chatbots and virtual assistants
- LLM integration into your existing app
- RAG and vector search over your own data
- OpenAI, Claude and open-source model integration
- MCP servers and custom tool connections
- n8n workflow automation
- Guardrails, evaluation and monitoring
STACK
LangGraph, OpenAI, Anthropic Claude, xAI, Python, Node.js, FastAPI, Redis, Postgres, MongoDB, Docker, AWS, Azure, GCP
Shipped in banking, healthcare and compliance, where a hallucination is a real liability.
Message me with your use case and I will tell you honestly whether an agent is the right tool.
Scopri di più su Muhammad Waqas
AI Agent Engineer, Head of AI Product Dev, Enterprise Architect
- DaPakistan
- Membro damag 2019
- Tempo di risposta medio1 ora
- Ultima consegna2 anni
Lingue
Urdu, Inglese
Il mio portfolio
Altri servizi della categoria Sviluppo di software offerti da me
FAQ
What exactly is an "AI agent" versus a chatbot?
A chatbot answers questions. An agent takes actions - it calls your APIs, queries your database, makes decisions across multiple steps and completes a task end to end. If you want something that does work rather than just talks about it, you want an agent.
Which LLM should I use?
Depends on your task, budget and data sensitivity. I work with OpenAI, Anthropic Claude, xAI and open-source models, and I'll recommend based on your actual requirements, not on what's trending. Self-hosted open-source is genuinely the right call for some regulated use cases.
Do you work with sensitive or regulated data?
Yes. I've built systems for banking, healthcare and compliance clients. I'll sign an NDA, and I can architect for self-hosted models so your data never leaves your infrastructure.
Will I own the code?
Completely. You get the full source, and I don't retain any rights or reuse your logic elsewhere.
I'm not sure what I need yet. Can you help me scope it?
That's the best possible first message. Tell me the business problem, not the technical solution, and I'll tell you whether AI is even the right approach. I'd rather turn down a bad fit than deliver something you don't need.
What if the agent doesn't perform well enough?
Every package includes revisions, and Standard and Premium include an evaluation step measuring accuracy against your real cases before handover. We agree the success bar before I start.
Can you integrate with our existing systems?
Yes - Salesforce, internal REST and GraphQL APIs, Postgres, MongoDB, Snowflake, Redis, Kafka. This is exactly what I do in my day job.

