Muhammad Junaid I.
AI Agent & Automation Engineer | LangGraph, n8n, RAG, Python
I build 𝐀𝐈 𝐚𝐠𝐞𝐧𝐭𝐬, 𝐯𝐨𝐢𝐜𝐞 𝐬𝐲𝐬𝐭𝐞𝐦𝐬, 𝐑𝐀𝐆 𝐧𝐞𝐭𝐰𝐨𝐫𝐤𝐬, 𝐚𝐧𝐝 𝐚𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 𝐰𝐨𝐫𝐤𝐟𝐥𝐨𝐰𝐬 that execute real business processes not just generate chat responses. Instead of building AI that only answers questions, I focus on systems that can understand a task, decide what to do next, use live telephony tools and APIs, retrieve information, and complete multi-step business operations. My core engineering centers around 𝐀𝐈 𝐚𝐠𝐞𝐧𝐭𝐬, 𝐯𝐨𝐢𝐜𝐞 𝐬𝐲𝐬𝐭𝐞𝐦𝐬, 𝐚𝐠𝐞𝐧𝐭𝐢𝐜 𝐰𝐨𝐫𝐤𝐟𝐥𝐨𝐰𝐬, 𝐑𝐀𝐆, 𝐚𝐧𝐝 𝐛𝐮𝐬𝐢𝐧𝐞𝐬𝐬 𝐚𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧. I work extensively with Python and modern AI frameworks, with a strict focus on making these systems reliable enough for real-world production use. 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭𝐬 & 𝐀𝐠𝐞𝐧𝐭𝐢𝐜 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 * 𝐒𝐭𝐚𝐭𝐞𝐟𝐮𝐥 𝐚𝐠𝐞𝐧𝐭 𝐰𝐨𝐫𝐤𝐟𝐥𝐨𝐰𝐬 and multi-agent orchestration. * 𝐌𝐮𝐥𝐭𝐢-𝐚𝐠𝐞𝐧𝐭 𝐬𝐲𝐬𝐭𝐞𝐦𝐬 utilizing LangGraph, CrewAI, and AutoGen. * 𝐓𝐨𝐨𝐥 𝐜𝐚𝐥𝐥𝐢𝐧𝐠 and deep API integrations. * 𝐀𝐠𝐞𝐧𝐭 𝐦𝐞𝐦𝐨𝐫𝐲 and complex state management. * 𝐇𝐮𝐦𝐚𝐧-𝐢𝐧-𝐭𝐡𝐞-𝐥𝐨𝐨𝐩 workflows and human approval gates. * 𝐒𝐭𝐫𝐮𝐜𝐭𝐮𝐫𝐞𝐝 𝐨𝐮𝐭𝐩𝐮𝐭𝐬, content guardrails, and validation logic. * 𝐄𝐫𝐫𝐨𝐫 𝐡𝐚𝐧𝐝𝐥𝐢𝐧𝐠, intelligent retries, and fallback systems. * 𝐋𝐋𝐌 𝐫𝐨𝐮𝐭𝐢𝐧𝐠 and multi-model selection. 𝐑𝐞𝐚𝐥-𝐓𝐢𝐦𝐞 𝐀𝐈 𝐕𝐨𝐢𝐜𝐞 𝐀𝐠𝐞𝐧𝐭𝐬 * 𝐕𝐨𝐢𝐜𝐞 𝐚𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 𝐩𝐢𝐩𝐞𝐥𝐢𝐧𝐞𝐬 built with advanced systems like Vapi, Retell AI, and LiveKit. * 𝐓𝐞𝐥𝐞𝐩𝐡𝐨𝐧𝐲 𝐚𝐧𝐝 𝐜𝐨𝐦𝐦𝐮𝐧𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬 handling automated inbound and outbound call routing using Twilio. * 𝐋𝐢𝐯𝐞 𝐥𝐚𝐭𝐞𝐧𝐜𝐲 𝐨𝐩𝐭𝐢𝐦𝐢𝐳𝐚𝐭𝐢𝐨𝐧ensuring real-time tool calling, sub-second response times, and streaming audio. * 𝐏𝐨𝐬𝐭-𝐜𝐚𝐥𝐥 𝐩𝐫𝐨𝐜𝐞𝐬𝐬𝐢𝐧𝐠 capturing structured data, CRM logging, and sentiment analysis via webhooks. 𝐑𝐀𝐆 & 𝐀𝐈 𝐊𝐧𝐨𝐰𝐥𝐞𝐝𝐠𝐞 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 * 𝐃𝐨𝐜𝐮𝐦𝐞𝐧𝐭 𝐢𝐧𝐠𝐞𝐬𝐭𝐢𝐨𝐧 and automated parsing pipelines. * 𝐒𝐞𝐦𝐚𝐧𝐭𝐢𝐜 𝐬𝐞𝐚𝐫𝐜𝐡 and contextual data retrieval. * 𝐌𝐞𝐭𝐚𝐝𝐚𝐭𝐚 𝐟𝐢𝐥𝐭𝐞𝐫𝐢𝐧𝐠 for hyper-accurate search context. * 𝐄𝐦𝐛𝐞𝐝𝐝𝐢𝐧𝐠𝐬 and highly scalable vector search. * 𝐊𝐧𝐨𝐰𝐥𝐞𝐝𝐠𝐞 𝐛𝐚𝐬𝐞𝐬 and deep document intelligence. * 𝐑𝐞𝐭𝐫𝐢𝐞𝐯𝐚𝐥 𝐨𝐩𝐭𝐢𝐦𝐢𝐳𝐚𝐭𝐢𝐨𝐧 and system evaluation. * 𝐕𝐞𝐜𝐭𝐨𝐫 𝐢𝐧𝐟𝐫𝐚𝐬𝐭𝐫𝐮𝐜𝐭𝐮𝐫𝐞: Pinecone, ChromaDB, PGVector, and Supabase. 𝐀𝐈 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 * 𝐖𝐨𝐫𝐤𝐟𝐥𝐨𝐰 𝐚𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 to remove repetitive manual tasks. * 𝐀𝐏𝐈 𝐚𝐧𝐝 𝐰𝐞𝐛𝐡𝐨𝐨𝐤 data integrations. * 𝐂𝐑𝐌 𝐚𝐧𝐝 𝐒𝐚𝐚𝐒 deep platform connections. * 𝐃𝐨𝐜𝐮𝐦𝐞𝐧𝐭 𝐚𝐧𝐝 𝐝𝐚𝐭𝐚 ingestion processing. * 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐞𝐝 𝐧𝐨𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬 and real-time operational reporting. * 𝐃𝐚𝐭𝐚 𝐞𝐱𝐭𝐫𝐚𝐜𝐭𝐢𝐨𝐧 and web browser automation. * 𝐁𝐫𝐨𝐰𝐬𝐞𝐫 𝐚𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 via Playwright and Selenium web scraping. * 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 𝐞𝐧𝐠𝐢𝐧𝐞𝐬: n8n, Zapier, and Make. 𝐋𝐋𝐌𝐬 & 𝐀𝐈 𝐀𝐩𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬 I work with modern LLMs to build practical, production-ready applications around them. This includes AI assistants, voice copilots, autonomous agents, document intelligence pipelines, and automated decision-support systems. I implement deep 𝐞𝐯𝐚𝐥𝐮𝐚𝐭𝐢𝐨𝐧, 𝐭𝐫𝐚𝐜𝐢𝐧𝐠, 𝐦𝐨𝐧𝐢𝐭𝐨𝐫𝐢𝐧𝐠, 𝐚𝐧𝐝 𝐝𝐞𝐛𝐮𝐠𝐠𝐢𝐧𝐠 (𝐯𝐢𝐚 𝐋𝐚𝐧𝐠𝐒𝐦𝐢𝐭𝐡) so your AI system can be continually optimized instead of treated like a black box. 𝐅𝐮𝐥𝐥-𝐒𝐭𝐚𝐜𝐤 𝐀𝐈 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭 When an AI project requires a complete user-facing product built around it, I handle the execution end-to-end: * 𝐁𝐚𝐜𝐤𝐞𝐧𝐝: Python (FastAPI, Django) * 𝐅𝐫𝐨𝐧𝐭𝐞𝐧𝐝: Next.js, React, TypeScript * 𝐃𝐚𝐭𝐚𝐛𝐚𝐬𝐞𝐬: PostgreSQL, Supabase, and vector databases * 𝐈𝐧𝐟𝐫𝐚𝐬𝐭𝐫𝐮𝐜𝐭𝐮𝐫𝐞: Docker, AWS, Vercel 𝐖𝐡𝐚𝐭 𝐈 𝐁𝐮𝐢𝐥𝐝 AI Agents • Multi-Agent Systems • AI Voice Agents • Twilio Telephony Systems • RAG Applications • AI Assistants and Copilots • Agentic Workflows • AI Automation • AI Knowledge Bases • Document Intelligence • Intelligent Data Pipelines • LLM Applications • AI SaaS Products • Full-Stack AI MVPs If you have an outdated phone support system, a manual business pipeline that needs automation, or an advanced AI agent that needs to be engineered correctly from day one, let's connect.
Earnings and projects
Last 6 months ÷ 6
Last 6 months: $3.2k
Billed in all: $4,247$4.2k
$649 in the last 6 months
Across 7 contracts
Across 11 contracts
Earnings, last 30 days
Skill rankings: Top 18% in Python
Ranked by MRR among everyone on Upwork with the skill.
- #44Vapi140 freelancers · 🇵🇰 #24Top 31%🇵🇰#24 of 58
- #62OpenAPI272 freelancers · 🇵🇰 #22Top 23%🇵🇰#22 of 78
- #85Agentic Workflows340 freelancers · 🇵🇰 #32Top 25%🇵🇰#32 of 105
- #98LangGraph299 freelancers · 🇵🇰 #40Top 33%🇵🇰#40 of 124
- #296Vector Database1,142 freelancers · 🇵🇰 #97Top 26%🇵🇰#97 of 405
- #583Prompt Engineering2,859 freelancers · 🇵🇰 #116Top 20%🇵🇰#116 of 618
- #630AI Automation2,024 freelancers · 🇵🇰 #199Top 31%🇵🇰#199 of 621
- #739Large Language Model2,726 freelancers · 🇵🇰 #225Top 27%🇵🇰#225 of 852