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Muhammad Junaid I.
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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.

🇵🇰Lahore, Pakistan$20/hr100% JSS4.11 (4)Since May 2024

Earnings and projects

MRR
$541

Last 6 months ÷ 6

World#74,716 / 412k
🇵🇰Country#9,242 / 52.9k
Revenue, last 30 days
$228

Last 6 months: $3.2k

World#79,724 / 412k
🇵🇰Country#10,622 / 52.9k
Total earnings
$4k

Billed in all: $4.2k

World#273,260 / 412k
🇵🇰Country#31,867 / 52.9k
Per project
$447

$649 in the last 6 months

World#193,320 / 412k
🇵🇰Country#20,964 / 52.9k
Projects, last 6 months
5

Across 7 contracts

43% fixed57% hourly
World#41,746 / 412k
🇵🇰Country#8,942 / 52.9k
Projects in all
9

Across 11 contracts

45% fixed55% hourly
World#212,268 / 412k
🇵🇰Country#34,674 / 52.9k

Earnings, last 30 days

$4.2k+$228 earned in the last 30 daysBilled in all, before Upwork's fee · drag across the chart to see what was earned in any stretch
$4.0k$4.2k$4.4kOct 8Oct 23Nov 7

Skill rankings: Top 18% in Python

Ranked by MRR among everyone on Upwork with the skill.

  1. #44Vapi140 freelancers · 🇵🇰 #24Top 31%
  2. #62OpenAPI272 freelancers · 🇵🇰 #22Top 23%
  3. #85Agentic Workflows340 freelancers · 🇵🇰 #32Top 25%
  4. #98LangGraph299 freelancers · 🇵🇰 #40Top 33%
  5. #296Vector Database1,142 freelancers · 🇵🇰 #97Top 26%
  6. #583Prompt Engineering2,859 freelancers · 🇵🇰 #116Top 20%
  7. #630AI Automation2,024 freelancers · 🇵🇰 #199Top 31%
  8. #739Large Language Model2,726 freelancers · 🇵🇰 #225Top 27%