You will get a production-ready AI application with MLOps and cloud DevOps
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Top Rated
Project details
I will design, build, deploy, automate, and monitor a production-ready AI or machine learning application with a secure MLOps and cloud DevOps foundation.
This service supports Python AI applications, LLM solutions, RAG pipelines, AI agents, chatbots, model APIs, batch inference, and real-time prediction services. Depending on your selected package, I can configure Docker, FastAPI, CI/CD, Infrastructure as Code, model versioning, experiment tracking, model registry, vector databases, cloud deployment, monitoring, logging, alerting, security, backups, and release automation.
Your solution may use AWS, Azure, or GCP; Kubernetes, ECS, or EKS; MLflow, Hugging Face, PyTorch, TensorFlow, GitHub Actions, GitLab CI/CD, Jenkins, Terraform, and suitable model providers or APIs.
You will receive the agreed implementation, tested deployment, source code, documentation, and technical handover. Each package covers one AI application and the limits stated in the pricing tier. Additional models, environments, integrations, data pipelines, or custom model training require an add-on or custom scope.
This service supports Python AI applications, LLM solutions, RAG pipelines, AI agents, chatbots, model APIs, batch inference, and real-time prediction services. Depending on your selected package, I can configure Docker, FastAPI, CI/CD, Infrastructure as Code, model versioning, experiment tracking, model registry, vector databases, cloud deployment, monitoring, logging, alerting, security, backups, and release automation.
Your solution may use AWS, Azure, or GCP; Kubernetes, ECS, or EKS; MLflow, Hugging Face, PyTorch, TensorFlow, GitHub Actions, GitLab CI/CD, Jenkins, Terraform, and suitable model providers or APIs.
You will receive the agreed implementation, tested deployment, source code, documentation, and technical handover. Each package covers one AI application and the limits stated in the pricing tier. Additional models, environments, integrations, data pipelines, or custom model training require an add-on or custom scope.
AI Algorithms
Convolutional Neural Network, Large Language Model, Multimodal Large Language Model, Regression Analysis, Transformer ModelAI Applications
AI Chatbot, AI Content Creation, AI-Generated Code, AIOps, Natural Language Generation, Sentiment Analysis, Text RecognitionAI Development Language
PythonAI Tools
GitHub Copilot, Hugging Face, Microsoft 365 Copilot, PyTorch, TensorFlowAI Models
ChatGPT, DALL-E, GPT-4, Midjourney AI, OpenAI CodexWhat's included
| Service Tiers |
Starter
$599
|
Standard
$1,799
|
Advanced
$3,999
|
|---|---|---|---|
| Delivery Time | 5 days | 10 days | 18 days |
Number of Revisions | 1 | 2 | 3 |
AI Model Integration | |||
Batch Normalization | - | ||
Database Integration | - | - | - |
Detailed Code Comments | |||
Image Upscaling | - | - | - |
MLOps | - | ||
Model Deployment | |||
Model Documentation | |||
Model Monitoring | - | ||
Model Testing & Optimization | - | ||
Model Tuning | - | - | |
Natural Language Processing | - | - | |
NLP Tokenization | - | - | |
Pre-Training | - | - | - |
Prompt Engineering | |||
Setup File | |||
Source Code |
Frequently asked questions
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DD
Daniel D.
May 31, 2026
WordPress site clone — duplicate an existing install into a new subfolder (cPanel)
We enjoyed working with MD, the work was delivered promptly and further requests were follow-up on quickly and professionally. Would hire again!
AD
Anton D.
May 28, 2026
Wordpress and Server development and management Ongoing maintenace
Very good at what he does and we will use him again
JF
Jacques F.
May 8, 2026
Module/hooks to allow users to edit their own product variations
Great work, very satisfied.
JP
Jen P.
Jan 7, 2026
Migrate to new server/hosting
RS
Robert S.
Dec 9, 2025
Fix Old Server
About MD Manouwer
Enterprise Drupal /Wordpres Architect | Cloud,DevOps & AI/LLM Engineer
98%
Job Success
Giridih, India - 4:16 am local time
With 14+ years of experience, I work as a senior technical partner across application architecture, full-stack development, cloud deployment, production infrastructure, performance, security, advanced search, and AI/LLM integration.
𝗗𝗥𝗨𝗣𝗔𝗟 𝗔𝗥𝗖𝗛𝗜𝗧𝗘𝗖𝗧𝗨𝗥𝗘 & 𝗗𝗘𝗩𝗘𝗟𝗢𝗣𝗠𝗘𝗡𝗧
Drupal is my strongest and longest-running specialization. I work across Drupal 6–11, including:
• Enterprise architecture and content modelling
• Drupal migrations, upgrades, and modernization
• Custom Drupal modules and themes
• Headless and decoupled Drupal with React
• JSON:API, REST API, and GraphQL integrations
• Composer, Drush, Twig, Views, and Paragraphs
• Multisite and multilingual platforms
• Performance optimization and security hardening
• Production troubleshooting and long-term support
𝗪𝗢𝗥𝗗𝗣𝗥𝗘𝗦𝗦 & 𝗪𝗢𝗢𝗖𝗢𝗠𝗠𝗘𝗥𝗖𝗘
I develop, repair, secure, and optimize WordPress and WooCommerce platforms, including:
• Custom themes and plugin development
• WooCommerce B2B and B2C functionality
• Checkout and payment-gateway integrations
• Gutenberg, Elementor, and custom page builders
• Core Web Vitals and database optimization
• Redis, WP Rocket, Cloudflare, and Sucuri
• Malware cleanup and security hardening
𝗖𝗟𝗢𝗨𝗗 𝗘𝗡𝗚𝗜𝗡𝗘𝗘𝗥𝗜𝗡𝗚 & 𝗗𝗘𝗩𝗢𝗣𝗦
I design, migrate, deploy, secure, and manage infrastructure across Amazon Web Services (AWS), Google Cloud Platform (GCP), and Microsoft Azure.
My cloud and DevOps services include:
• Cloud architecture, migration, and modernization
• Infrastructure as Code using Terraform and AWS CloudFormation
• Ansible configuration management and automation
• Docker, Docker Compose, and Kubernetes
• GitHub Actions, Jenkins, and CI/CD pipelines
• Linux, Nginx, Apache, PHP-FPM, MySQL, Redis, and Varnish
• Load balancing, auto-scaling, and high availability
• IAM, SSL, DNS, firewalls, backups, and disaster recovery
• Monitoring, logging, performance tuning, and cost optimization
• Server, application, database, and cloud migrations
𝗛𝗘𝗔𝗗𝗟𝗘𝗦𝗦, 𝗥𝗘𝗔𝗖𝗧 & 𝗔𝗣𝗜 𝗗𝗘𝗩𝗘𝗟𝗢𝗣𝗠𝗘𝗡𝗧
I build modern API-driven applications and backend systems using:
• React frontends with headless Drupal
• Python, FastAPI, and Python REST APIs
• Django and Django REST Framework
• PHP, Symfony, and Node.js
• REST APIs, GraphQL, webhooks, and microservices
• API authentication and third-party integrations
• MySQL, PostgreSQL, and vector databases
𝗔𝗜, 𝗥𝗔𝗚 & 𝗔𝗚𝗘𝗡𝗧𝗜𝗖 𝗔𝗜 𝗗𝗘𝗩𝗘𝗟𝗢𝗣𝗠𝗘𝗡𝗧
I design, develop, integrate, and deploy production-ready AI solutions for websites, SaaS platforms, internal systems, and business workflows.
My AI engineering services include:
• Custom AI application development
• RAG-based chatbots and knowledge assistants
• Agentic AI and multi-step AI agents
• AI agents with tools, memory, and business workflows
• OpenAI and Anthropic Claude API integrations
• AI integration with Drupal, WordPress, SaaS, CRM, and business systems
• Document question answering and enterprise knowledge systems
• Semantic search, embeddings, and vector databases
• LangChain and LangGraph applications
• Function calling and external tool integration
• AI workflow and business-process automation
• Python, Django, and FastAPI AI backends
• Evaluation, monitoring, deployment, and MLOps support
𝗔𝗗𝗩𝗔𝗡𝗖𝗘𝗗 𝗦𝗘𝗔𝗥𝗖𝗛 & 𝗔𝗜-𝗣𝗢𝗪𝗘𝗥𝗘𝗗 𝗦𝗘𝗔𝗥𝗖𝗛
I design, integrate, optimize, and troubleshoot advanced search systems, including:
• Elasticsearch, OpenSearch, and Apache Solr
• Drupal Search API
• Full-text, faceted, and multilingual search
• Autocomplete, fuzzy matching, and synonyms
• Semantic, vector, and hybrid search
• AI-powered enterprise and e-commerce search
• RAG indexing and retrieval pipelines
• Relevance tuning and query optimization
𝗧𝗘𝗖𝗛𝗡𝗜𝗖𝗔𝗟 𝗦𝗘𝗢 & 𝗣𝗘𝗥𝗙𝗢𝗥𝗠𝗔𝗡𝗖𝗘
• Core Web Vitals and page-speed optimization
• Crawlability and indexing issue resolution
• Canonical URLs, XML sitemaps, and robots.txt
• Redirects, metadata, and structured data
• Google Search Console, GA4, and Google Tag Manager
• Caching, CDN, database, and server optimization
𝗪𝗛𝗬 𝗖𝗟𝗜𝗘𝗡𝗧𝗦 𝗪𝗢𝗥𝗞 𝗪𝗜𝗧𝗛 𝗠𝗘
• One senior technical partner across applications and infrastructure
• Strong architecture, debugging, and problem-solving capabilities
• Practical solutions focused on production reliability
• Clean, secure, scalable, and maintainable implementation
• Clear communication and dependable delivery
• Long-term technical support after launch
If you need help with enterprise or headless Drupal, WordPress, WooCommerce, AWS, GCP, Azure, DevOps, Infrastructure as Code, React, Python, FastAPI, Elasticsearch, Apache Solr, technical SEO, RAG-based chatbots, Agentic AI, AI integration, or business automat
Steps for completing your project
After purchasing the project, send requirements so MD Manouwer can start the project.
Delivery time starts when MD Manouwer receives requirements from you.
MD Manouwer works on your project following the steps below.
Revisions may occur after the delivery date.
AI use-case and architecture assessment
I will review your AI use case, existing code, models, datasets, infrastructure, security requirements, integrations, performance targets, and expected outcome.
Application and model preparation
I will prepare the Python application, model or LLM integration, API, dependencies, prompts, data connections, environment variables, and Docker configuration.