You will get End-to-End Machine Learning Deployment to Cloud for Seamless Scaling
Rising Talent
Rising Talent
Project details
Are you looking to bridge the gap between your Machine Learning models and production? I specialize in deploying complex ML models into scalable, secure, and highly efficient cloud environments.
Whether you have a Python script, a Scikit-Learn model, or a deep learning framework (TensorFlow/PyTorch), I will transform it into a robust, production-ready cloud API that seamlessly handles real-time traffic.
What I Bring to the Table:
• Flawless Deployment: End-to-end hosting on leading cloud platforms (AWS, Azure, GCP).
• Scalable Architecture: Setting up robust APIs and microservices designed for high performance and low latency.
• Complete MLOps: Implementation of automated data pipelines, containerization (Docker), and monitoring systems.
• Clean & Transferable Code: Fully documented source code and setup instructions for your internal team.
Why Choose This Project?
Instead of just sending you code, I focus on business continuity. Your models will be deployed with enterprise-grade monitoring, auto-scaling to control costs, and reliable data source connectivity.
Let’s turn your data into live, automated intelligence. Select a package to get started!
Whether you have a Python script, a Scikit-Learn model, or a deep learning framework (TensorFlow/PyTorch), I will transform it into a robust, production-ready cloud API that seamlessly handles real-time traffic.
What I Bring to the Table:
• Flawless Deployment: End-to-end hosting on leading cloud platforms (AWS, Azure, GCP).
• Scalable Architecture: Setting up robust APIs and microservices designed for high performance and low latency.
• Complete MLOps: Implementation of automated data pipelines, containerization (Docker), and monitoring systems.
• Clean & Transferable Code: Fully documented source code and setup instructions for your internal team.
Why Choose This Project?
Instead of just sending you code, I focus on business continuity. Your models will be deployed with enterprise-grade monitoring, auto-scaling to control costs, and reliable data source connectivity.
Let’s turn your data into live, automated intelligence. Select a package to get started!
Machine Learning Tools
Amazon SageMaker, Apache Spark, Azure Machine Learning, Keras, Kubeflow, MLflow, NumPy, pandas, Python, PyTorch, scikit-learn, TensorFlow, Vertex AIWhat's included
| Service Tiers |
Starter
$100
|
Standard
$200
|
Advanced
$400
|
|---|---|---|---|
| Delivery Time | 3 days | 7 days | 14 days |
Number of Revisions | 2 | 3 | Unlimited |
Number of Model Variations | 1 | 2 | 4 |
Number of Scenarios | 1 | 2 | 4 |
Number of Graphs/Charts | 1 | 3 | 5 |
Model Validation/Testing | - | ||
Model Documentation | - | ||
Data Source Connectivity | - | ||
Source Code |
1 review
(1)
(0)
(0)
(0)
(0)
This project doesn't have any reviews.
AA
Ahmed A.
Mar 13, 2026
Android Developer Needed (Augmented Image → Play Video in Same Frame)
It was my first time working with Muhammad, and it was awesome. I gave him a task he had not worked on before, and he completed it perfectly with the performance I needed. I really recommend him, and he will be the first person I think of if I need help with another task or project.
About Muhammad Kamran
Generative AI Engineer | AI Agents | RAG | LLM Applications | Chatbots
Lahore, Pakistan - 8:53 am local time
I build AI Agents, LLM Applications, and intelligent automation systems for startups, SaaS companies, and growing businesses that need AI to work in production reliably, scalable, and with real impact on operations.
With 𝟕+ 𝐲𝐞𝐚𝐫𝐬 of software development experience and deep specialization in AI engineering, I deliver end-to-end systems with tool use, memory, retrieval (RAG), and workflow orchestration built to reduce manual work and help your business scale faster.
𝐊𝐄𝐘 𝐅𝐀𝐂𝐓𝐒
➔7+ years of software development experience building scalable, production-grade systems
➔Specialized AI Developer & Engineer, AI Agents, LLM Applications, RAG, and AI Automation
➔Delivered AI products across lead generation, document intelligence, real estate analytics, and SaaS platforms
➔End-to-end project ownership: architecture → development → deployment → optimization → maintenance
➔Available 40+ hours per week fast turnaround, clear communication
𝐑𝐄𝐂𝐄𝐍𝐓 𝐀𝐈 𝐏𝐑𝐎𝐃𝐔𝐂𝐓𝐒 𝐒𝐇𝐈𝐏𝐏𝐄𝐃
➔ Ateni — AI-powered lead generation and outreach automation system
➔ Neonrev — AI tools discovery and marketplace platform
➔ Hutfin — AI-driven real estate analytics and transaction platform
➔ Schesti — AI-powered construction and project management SaaS platform
➔ GO PDF — AI document chat and intelligent PDF processing system
𝐖𝐇𝐀𝐓 𝐈 𝐁𝐔𝐈𝐋𝐃
𝐀𝐈 𝐀𝐠𝐞𝐧𝐭𝐬 — LLM-powered agents with tool use, memory, reasoning, and multi-step workflow automation
𝐋𝐋𝐌 𝐀𝐩𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬 — AI copilots, SaaS AI features, and custom AI-powered business tools
𝐑𝐀𝐆 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 — semantic search, document Q&A, and knowledge-based AI pipelines over your own data
𝐀𝐈 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧— end-to-end workflow automation across business systems, APIs, and CRMs
𝐃𝐨𝐜𝐮𝐦𝐞𝐧𝐭 𝐀𝐈 — OCR, PDF processing, intelligent information extraction, and structured data systems
𝐂𝐨𝐧𝐯𝐞𝐫𝐬𝐚𝐭𝐢𝐨𝐧𝐚𝐥 𝐀𝐈 — intelligent chatbots, AI assistants, and customer support automation
𝐁𝐄𝐒𝐓 𝐅𝐈𝐓 𝐅𝐎𝐑
➔Startups and SaaS companies building AI Agents and workflow automation systems
➔LLM Applications and AI-powered features inside existing SaaS products
➔Custom AI Agents with tool use, memory, and multi-step reasoning capabilities
➔RAG systems, enterprise knowledge assistants, and document Q&A pipelines
➔Internal AI Copilots that automate repetitive operations and decision workflows
➔Document AI, intelligent PDF processing, and structured data extraction systems
➔Businesses integrating AI into existing products, stacks, and operations
𝐓𝐄𝐂𝐇 𝐒𝐓𝐀𝐂𝐊:
𝐋𝐋𝐌𝐬: OpenAI (GPT-4o), Claude, Gemini | Prompt Engineering, Function Calling, Structured Outputs
𝐅𝐫𝐚𝐦𝐞𝐰𝐨𝐫𝐤𝐬:LangChain, LangGraph, LlamaIndex | Multi-Agent Systems
𝐕𝐞𝐜𝐭𝐨𝐫 & 𝐒𝐞𝐚𝐫𝐜𝐡: Pinecone, ChromaDB, FAISS | RAG Pipelines, Embeddings, Semantic Search
𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧: n8n, Make, Zapier | HubSpot, Twilio, API Integrations
𝐁𝐚𝐜𝐤𝐞𝐧𝐝: Python, FastAPI, REST APIs, Microservices, Docker
𝐂𝐥𝐨𝐮𝐝: AWS, GCP
𝐃𝐚𝐭𝐚𝐛𝐚𝐬𝐞𝐬: PostgreSQL, MongoDB, Redis, Supabase
𝐃𝐨𝐜𝐮𝐦𝐞𝐧𝐭 𝐀𝐈: OCR, PDF Processing, Information Extraction
𝐕𝐨𝐢𝐜𝐞 𝐀𝐈: Whisper, ElevenLabs, Retell AI, Voice Agents
𝐖𝐇𝐘 𝐒𝐓𝐀𝐑𝐓𝐔𝐏𝐒 𝐀𝐍𝐃 𝐒𝐀𝐀𝐒 𝐂𝐎𝐌𝐏𝐀𝐍𝐈𝐄𝐒 𝐖𝐎𝐑𝐊 𝐖𝐈𝐓𝐇 𝐌𝐄
➔Most AI developers build demos. I build systems engineered for production clean architecture, robust error handling, and logic that holds up under real user load.
➔7+ years of software engineering behind every AI system I understand scalable architecture, not just AI APIs and prompts.
➔Business-outcomes-first mindset I scope every system around what actually reduces your operational load, not what looks impressive in a Loom.
➔Full-stack AI ownership from day one: system design, development, deployment, optimization, and maintenance no handoff gaps.
➔Deep specialization across the full AI stack, Agents, RAG, LLM orchestration, automation, and integrations, not a generalist wearing an AI hat.
➔Fast execution, clean code, and clear communication from kickoff to delivery.
𝐋𝐄𝐓’𝐒 𝐁𝐔𝐈𝐋𝐃 𝐘𝐎𝐔𝐑 𝐀𝐈 𝐒𝐘𝐒𝐓𝐄𝐌
If you need an AI Agent, LLM Application, RAG system, or a complete AI-powered SaaS solution let's talk.
Keywords:
AI Developer | AI Engineer | AI Agents | AI Automation | Python | LLM | LLM Applications | Generative AI | Agentic AI | RAG | LangChain | LangGraph | LlamaIndex | Semantic Search | Vector Databases | AI Copilot | AI Assistant | Workflow Automation | n8n | Make | Zapier | FastAPI | AWS | GCP | PostgreSQL | MongoDB | SaaS Development | Document AI | Voice AI
Steps for completing your project
After purchasing the project, send requirements so Muhammad Kamran can start the project.
Delivery time starts when Muhammad Kamran receives requirements from you.
Muhammad Kamran works on your project following the steps below.
Revisions may occur after the delivery date.
Requirements Analysis & Architecture Design
Reviewing the model files, checking compatibility, and designing the cloud architecture blueprint