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Munaza A.
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Munaza A.

AI/ML Engineer | AI Agents, LLMs, RAG, LLMOps, Python & AI Integration

Building AI products that solve real business problems, not just impressive demos. I develop production-ready AI Agents, LLM applications, RAG systems, and intelligent automation that deliver measurable business results. I'm a certified AI/ML Engineer with 7+ years experience in Generative AI, Large Language Models (LLMs), Vision Language Models (VLMs), Retrieval-Augmented Generation (RAG), AI Agents, and intelligent automation. I help startups, SaaS companies, and enterprises transform ideas into production-ready AI applications that automate workflows, enhance user experiences, and drive measurable business results. 𝗦𝗲𝗿𝘃𝗶𝗰𝗲𝘀 𝗜 𝗢𝗳𝗳𝗲𝗿: • Custom AI Application Development • AI Agents & Multi-Agent Systems • LLM-Powered Chatbots & Virtual Assistants • RAG-Based Knowledge Assistants • Vision Language Model (VLM) Applications • Computer Vision & Document AI Solutions • AI Workflow Automation • Prompt Engineering & LLM Optimization • Fine-Tuning & Model Integration • REST APIs & AI Backend Development • AI SaaS Product Development • End-to-End AI Solution Architecture 𝗧𝗲𝗰𝗵 𝗦𝘁𝗮𝗰𝗸: • Languages: Python, JavaScript, TypeScript • LLMs & AI Models: OpenAI (GPT), Claude, Gemini, Llama, Mistral, Hugging Face • AI Frameworks: LangChain, LangGraph, LlamaIndex, CrewAI, AutoGen • Vector Databases: Pinecone, FAISS, ChromaDB, Weaviate, Milvus • Backend: FastAPI, Flask, Django, Node.js • Databases: PostgreSQL, MongoDB, Redis • Cloud & Deployment: AWS, Azure, Google Cloud Platform (GCP), Docker, Kubernetes • Version Control & DevOps: Git, GitHub, GitLab, CI/CD 𝗪𝗵𝘆 𝗖𝗵𝗼𝗼𝘀𝗲 𝗠𝗲? • Build production-ready AI solutions, not just prototypes • Strong understanding of both AI engineering and scalable software architecture • Clean, maintainable, and well-documented code • Focus on performance, security, and scalability • Transparent communication and regular project updates • Reliable delivery with attention to quality and long-term maintainability Whether you're building an AI-powered SaaS platform, intelligent chatbot, autonomous AI agent, document processing system, or a custom Generative AI solution, I'm committed to delivering reliable, scalable, and business-focused AI products that create real value. Let's build something intelligent together. 𝗦𝗲𝗮𝗿𝗰𝗵𝗮𝗯𝗹𝗲 𝗦𝗸𝗶𝗹𝗹𝘀 & 𝗞𝗲𝘆𝘄𝗼𝗿𝗱𝘀: AI/ML, Artificial Intelligence, Machine Learning, Generative AI, Large Language Models (LLMs), Vision Language Models (VLMs), AI Agents, Multi-Agent Systems, Retrieval-Augmented Generation (RAG), Agentic AI, OpenAI GPT, Claude AI, Gemini AI, Llama, Mistral AI, Hugging Face, LangChain, LangGraph, LlamaIndex, CrewAI, AutoGen, Prompt Engineering, Fine-Tuning, AI Chatbots, Conversational AI, Computer Vision, OCR, Document AI, NLP, Semantic Search, Vector Search, Embeddings, Pinecone, FAISS, Milvus, Python, FastAPI, Flask, Django, REST API Development PostgreSQL, MongoDB, Redis, Docker, Kubernetes, AWS, Azure, Google Cloud Platform, GitHub, GitLab, CI/CD, Automation, API Integration, Backend Development, Full Stack Development, Cloud Deployment, AI Automation, Workflow Automation, Tensorflow, NLP.

🇵🇰Taxila, Pakistan$20/hr100% JSS5.00 (1)Since May 2025

Earnings and projects

MRR
$1.5k

Last 6 months ÷ 3 months active (since Aug 2026)

World#32,353 / 412k
🇵🇰Country#3,747 / 52.9k
Revenue, last 30 days
$2k

Last 6 months: $4.5k

World#21,100 / 412k
🇵🇰Country#2,367 / 52.9k
Total earnings
$4.5k

Billed in all: $4.8k

World#263,325 / 412k
🇵🇰Country#30,453 / 52.9k
Per project
$1.1k

$2.2k in the last 6 months

World#114,771 / 412k
🇵🇰Country#10,122 / 52.9k
Projects, last 6 months
2
0% fixed100% hourly
World#88,918 / 412k
🇵🇰Country#17,051 / 52.9k
Projects in all
4
0% fixed100% hourly
World#283,741 / 412k
🇵🇰Country#43,856 / 52.9k

Earnings, last 30 days

$4.8k+$2k earned in the last 30 daysBilled in all, before Upwork's fee · drag across the chart to see what was earned in any stretch
$2k$4k$6kOct 8Oct 23Nov 7

Skill rankings: #1 in 1 skill of 19

Rarest: top 7% in Transfer Learning, of 15. Ranked by MRR among everyone on Upwork with the skill.

  1. 1Transfer Learning15 freelancers · 🇵🇰 #1Top 7%
  2. #4Vision-Language Model26 freelancers · 🇵🇰 #3Top 15%
  3. #8Model Tuning111 freelancers · 🇵🇰 #2Top 7%
  4. #10Model Deployment115 freelancers · 🇵🇰 #4Top 9%
  5. #21AWS CodeDeploy267 freelancers · 🇵🇰 #5Top 8%
  6. #28Multimodal Large Language Model177 freelancers · 🇵🇰 #10Top 16%
  7. #35Neural Network501 freelancers · 🇵🇰 #6Top 7%
  8. #129AI Image Editing1,601 freelancers · 🇵🇰 #19Top 8%