You will get AWS Bedrock, Lambda & OpenSearch AI Agent Development
Project details
You will get a production-ready AI solution built on AWS Bedrock giving your business access to top foundation models (Claude, Titan, Llama, and others) with enterprise-grade security, without managing your own model infrastructure.
I design systems around your actual AWS environment whether that's a simple model integration, a full RAG pipeline connected to your company's knowledge base, or a multi-agent system with guardrails and audit logging built in. Since Bedrock runs inside your AWS account, your data stays within your own infrastructure and compliance boundary, which matters for companies handling sensitive information.
Every project starts with understanding your existing AWS setup and use case, so the final solution fits into your infrastructure cleanly instead of requiring a rebuild. I write clean, documented Python code and hand off full source code and deployment configuration that you own outright.
I design systems around your actual AWS environment whether that's a simple model integration, a full RAG pipeline connected to your company's knowledge base, or a multi-agent system with guardrails and audit logging built in. Since Bedrock runs inside your AWS account, your data stays within your own infrastructure and compliance boundary, which matters for companies handling sensitive information.
Every project starts with understanding your existing AWS setup and use case, so the final solution fits into your infrastructure cleanly instead of requiring a rebuild. I write clean, documented Python code and hand off full source code and deployment configuration that you own outright.
AI Algorithms
Autoencoder, Large Language Model, Multimodal Large Language Model, Recurrent Neural Network, Transformer ModelAI Applications
AI Chatbot, AIOps, Conversational AI, Natural Language Generation, Natural Language Understanding, Sentiment AnalysisAI Development Language
PythonAI Tools
Azure OpenAI, GitHub Copilot, Hugging Face, Microsoft 365 Copilot, ReplitAI Models
ChatGPT, GPT-3, GPT-4, Jurassic-2, LLaMA, Midjourney AI, OpenAI CodexWhat's included
| Service Tiers |
Starter
$300
|
Standard
$750
|
Advanced
$1,899
|
|---|---|---|---|
| Delivery Time | 4 days | 8 days | 13 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 |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$69 - $449
Additional Revision
+$59About Muhammad
AI/ML Engineer | LLM | RAG | AI Agents | Voice Agent | ML Model
Woodbury, United States - 9:03 pm local time
Beyond building AI products, I help organizations transform manual and repetitive workflows into AI-powered systems. From AI copilots and knowledge assistants to agentic workflows and enterprise automation, I embed AI directly into business operations to improve efficiency, reduce costs, and accelerate decision-making.
𝗛𝗲𝗿𝗲'𝘀 𝘄𝗵𝗮𝘁 𝟲+ 𝘆𝗲𝗮𝗿𝘀 𝗼𝗳 𝗿𝗲𝗮𝗹 𝗔𝗜 𝗱𝗲𝗹𝗶𝘃𝗲𝗿𝘆 𝗹𝗼𝗼𝗸𝘀 𝗹𝗶𝗸𝗲:
- 90+ projects completed across AI, ML, and automation
- 30+ LLM applications built using GPT-4o, Claude 3.5, Gemini, Llama 3
- 20+ RAG systems deployed for legal, finance, healthcare, and SaaS clients
- 15+ Voice AI agents built using VAPI, ElevenLabs, Deepgram, Twilio
- 10+ AWS Bedrock enterprise deployments
- Clients from 10+ countries including USA, UK, UAE, Canada, Australia
- 100% project completion rate with on-time delivery
I build AI that doesn't just demo well it works in production, scales with your business, and delivers real ROI.
𝗪𝗵𝗮𝘁 𝗜 𝗕𝘂𝗶𝗹𝗱
✅ LLM Applications Custom GPT-4, Claude, Gemini powered apps
✅ RAG Systems Document Q&A;, knowledge bases, semantic search
✅ AI Agents Autonomous agents, multi-agent systems, tool-calling workflows
✅ Generative AI Content generation, summarization, classification
✅ Voice Agents AI-powered voice bots, real-time speech-to-text, ElevenLabs, Whisper
✅ AWS Bedrock Enterprise LLM deployment, Claude on Bedrock, Titan models
✅ AI Automation n8n, Make, Zapier intelligent workflow automation
✅ Fine-tuning Custom model training on your own data
✅ ML Models Predictive analytics, NLP, computer vision
✅ Chatbot Development Custom AI chatbots for websites, apps, and customer support
✅ API Integrations OpenAI, Anthropic, Cohere, HuggingFace, Pinecone
𝗪𝗵𝗼 𝗜 𝗪𝗼𝗿𝗸 𝗪𝗶𝘁𝗵
- Startups building AI-native products from scratch
- SaaS companies adding AI features to existing platforms
- Enterprises modernizing with AWS Bedrock & LLM infrastructure
- CTOs & Product Managers who need a reliable AI expert not just a coder
𝗪𝗵𝘆 𝗖𝗹𝗶𝗲𝗻𝘁𝘀 𝗖𝗵𝗼𝗼𝘀𝗲 𝗠𝗲
- Fast replies within hours clear updates, zero communication gaps
- Full-stack AI expertise LLMs, RAG, Voice, ML & backend all in one person
- End-to-end delivery from architecture design to production deployment
- Enterprise-ready code clean, documented, scalable, and maintainable
- Agile workflow daily updates, transparent milestones, no surprises
- 6+ years shipping real AI products across multiple industries
- AWS Bedrock knowledge for enterprise-grade deployments
𝗠𝘆 𝗖𝗼𝗿𝗲 𝗧𝗲𝗰𝗵 𝗦𝘁𝗮𝗰𝗸
LLMs GPT-4o • Claude 3.5 • Gemini • Llama 3 • Mistral
RAG LangChain • LlamaIndex • Pinecone • FAISS • Weaviate • Chroma
Voice ElevenLabs • Whisper • Deepgram • Twilio • VAPI
AWS Bedrock • SageMaker • Lambda • EC2 • S3
Automation n8n • Make • Zapier • Airflow
Backend Python • FastAPI • Node.js • Docker • PostgreSQL • MongoDB
ML/DL PyTorch • TensorFlow • HuggingFace • Scikit-learn • OpenCV
𝗜𝗻𝗱𝘂𝘀𝘁𝗿𝗶𝗲𝘀 𝗜 𝗦𝗲𝗿𝘃𝗲
Healthcare Medical AI assistants, diagnostic tools
Finance Fraud detection, risk AI, trading bots
E-commerce AI shopping assistants, recommendation engines
SaaS AI feature integration, churn prediction
Enterprise AWS Bedrock deployment, internal AI copilots
EdTech AI tutors, personalized learning systems
𝗥𝗲𝗰𝗲𝗻𝘁 𝗣𝗿𝗼𝗷𝗲𝗰𝘁𝘀
- Built a RAG-powered document assistant for a legal firm reduced research time by 70%
- Deployed a Voice AI agent handling 500+ customer calls/day using VAPI + ElevenLabs
- Integrated AWS Bedrock LLM pipeline for a fintech SaaS with 10,000+ users
- Created a multi-agent AI system automating lead qualification for a sales team
- Developed an n8n automation workflow saving 40+ manual hours/week for an e-commerce brand
Send me your project details and I'll respond within a few hours with a clear technical plan, realistic timeline, and transparent pricing.
𝗠𝗲𝘀𝘀𝗮𝗴𝗲 𝗺𝗲 𝗻𝗼𝘄 𝗹𝗲𝘁'𝘀 𝘁𝘂𝗿𝗻 𝘆𝗼𝘂𝗿 𝗔𝗜 𝗶𝗱𝗲𝗮 𝗶𝗻𝘁𝗼 𝗿𝗲𝗮𝗹𝗶𝘁𝘆.
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AI Egineer | AI Developer | AI Integration | AI Machine Learning ( AI ML ) | Large Language Model
Steps for completing your project
After purchasing the project, send requirements so Muhammad can start the project.
Delivery time starts when Muhammad receives requirements from you.
Muhammad works on your project following the steps below.
Revisions may occur after the delivery date.
AWS Environment & Use Case Review
I review your existing AWS setup (or help you set one up) and understand your specific use case and data requirements.
Architecture Design
I design the Bedrock architecture which foundation model, whether RAG or agents are needed, and how it fits your infrastructure.