Muhammad Javaid I.

Most enterprise AI projects die between the demo and production. I build the ones that survive reliable AI agents, GraphRAG knowledge systems, and voice agents that run in production, governed and monitored, not just impressive in a demo. I'm Muhammad Javaid, an AI Engineer with a PhD in Computer Science and 10+ years of experience. On Upwork I've completed 76 jobs with a 100% Job Success Score and hold Top Rated status. I'm the Founder & CEO of JTech Solution. 𝗪𝗵𝗮𝘁 𝗜 𝗯𝘂𝗶𝗹𝗱 ✅ AI agents & multi-agent systems: LangChain, LangGraph, LlamaIndex, Haystack, AdalFlow; tool-calling, memory, routing, guardrails, human-in-the-loop ✅ RAG & GraphRAG knowledge systems: hybrid search, re-ranking, citations, hallucination control over your documents and data ✅ MCP & A2A integrations: connecting agents securely to your APIs, databases and internal tools ✅ Voice AI agents: Whisper, ElevenLabs, Deepgram, Amazon Polly, Azure/Google TTS, Murf AI for support, booking and follow-ups ✅ LLM fine-tuning & optimization: DPO, RLHF, PPO, PEFT/LoRA/QLoRA; DeepSpeed, SentenceTransformers, PyTorch ✅ Production backends & deployment: Python (FastAPI, Flask, Django, Streamlit), Docker, Kubernetes, ECS, Terraform, CI/CD 𝗘𝗻𝘁𝗲𝗿𝗽𝗿𝗶𝘀𝗲 𝗔𝘇𝘂𝗿𝗲-𝗳𝗶𝗿𝘀𝘁 𝗱𝗲𝗹𝗶𝘃𝗲𝗿𝘆 I specialize in end-to-end AI on Microsoft Azure Azure OpenAI, Azure AI Studio, Azure AI Search and also deliver on AWS (SageMaker, Bedrock, Amazon Q). Vector DBs: Pinecone, ChromaDB, Milvus, Qdrant, Weaviate, Azure AI Search. Models & infra: Cohere, Ollama, Anyscale, Groq. Data: MongoDB, PostgreSQL, Redis, DynamoDB, Elasticsearch, Cosmos DB. Automation: n8n, Zapier, Make; CRM/support: Zendesk, HubSpot, GoHighLevel. 𝗜𝗻𝗱𝘂𝘀𝘁𝗿𝗶𝗲𝘀 𝗜 𝗸𝗻𝗼𝘄 Healthcare, legal / regulatory / compliance, education & EdTech, CRM, real estate, retail & e-commerce, travel & hospitality, and BPO. I understand the compliance and reliability constraints these domains demand. 𝗪𝗵𝗼 𝗜 𝘄𝗼𝗿𝗸 𝗯𝗲𝘀𝘁 𝘄𝗶𝘁𝗵 Founders, CTOs and teams who need a production-grade AI system with clear architecture, cost control and monitoring not a throwaway prototype. If you value reliability, security and measurable outcomes, we'll work well together. 𝗡𝗼𝘁 𝗮 𝗳𝗶𝘁 𝗶𝗳 you need a quick one-off script with no concern for reliability or maintainability. 𝗛𝗼𝘄 𝗜 𝘄𝗼𝗿𝗸 I start with a short discovery call to confirm scope, then propose a clear plan with milestones and acceptance criteria. You get architecture review, tested code, documentation and deployment support. 📩 Send me a message with your project and I'll reply with an honest assessment and next steps. Prefer to start small? Book my 30-minute consultation and I'll give you a concrete plan you can act on.