You will get an AI strategy session and a clear implementation plan
Project details
You have an AI idea but no clear path from concept to working product. In 30 minutes on Zoom, we map exactly what needs to be built, in what order, and what tools fit your budget and timeline. You leave with a concrete implementation plan — not vague advice.
I've already shipped a full AI platform (SportSyncAI): personality quiz, LLM inference, email automation, and AI coaching. Real users. Not a demo. I know what works in production, what's overkill, and what shortcuts cost you later.
This call is right for you if: you have an AI idea but don't know where to start, you've been burned by vague developers, or you need to pitch an AI MVP to investors and want it to be technically solid.
By the end: clear architecture, recommended tech stack, honest build timeline, and cost estimate.
I've already shipped a full AI platform (SportSyncAI): personality quiz, LLM inference, email automation, and AI coaching. Real users. Not a demo. I know what works in production, what's overkill, and what shortcuts cost you later.
This call is right for you if: you have an AI idea but don't know where to start, you've been burned by vague developers, or you need to pitch an AI MVP to investors and want it to be technically solid.
By the end: clear architecture, recommended tech stack, honest build timeline, and cost estimate.
AI Algorithms
Large Language Model, Multimodal Large Language Model, Transformer ModelAI Applications
AI Chatbot, AI Content Creation, Conversational AI, Natural Language UnderstandingAI Development Language
PythonAI Models
ChatGPT, GPT-4, LaMDA, LLaMAWhat's included $50
These options are included with the project scope.
$50
- Delivery Time 1 day
Frequently asked questions
About Mohammad
Al Automation Expert | Content Automation | LLM | RAG | Multi-Agent
Riyadh, Saudi Arabia - 4:54 am local time
I build complete and (STABLE), production-ready AI products and AI Agents
I don’t do— wrappers, clones, generic chatbot templates.
From architectural design to full-scale cloud deployment, I manage the entire engineering pipeline to deliver a seamless, fully integrated solution.
If you are looking to move past simple AI prompts and build a robust, scalable backend that drives real business value, let’s talk.
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📖 CORE SOLUTIONS I DELIVER
• Production-Grade RAG Pipelines
Enterprise-level document ingestion and retrieval systems ensuring high accuracy. I build custom pipelines that extract, chunk, embed, and retrieve data with precise citations from your knowledge base, making your proprietary data actionable.
• Advanced Multi-Agent Systems & Workflows
Complex business logic requires more than a single LLM call. I architect autonomous agent networks capable of parallel processing, tool utilization, structured output validation, and intelligent synthesis into a single, cohesive output.
• Smart Model Routing & Cost Optimization
AI shouldn't break your budget. I design dynamic routing architectures that utilize cost-effective or local models (like Ollama or Mistral) for high-volume, standard operations, while intelligently escalating to premium APIs (Claude 3.5 Sonnet, GPT-4o) only for critical tasks.
• Full-Stack AI SaaS Integration
I build the entire ecosystem around the AI engine. This includes high-performance async backends (FastAPI), secure authentication, session state management (Redis), database schema design (PostgreSQL), seamless Stripe payment gating, and responsive frontends.
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🛠️ PROVEN CASE STUDIES (From My Portfolio)
1. Parallel LLM Inference Engine (Multi-Agent Architecture)
• The Challenge: Sequential LLM calls for complex multi-agent workflows were causing severe latency, leading to a poor user experience.
• The Solution: Built a highly concurrent architecture using FastAPI and Redis to execute 7 simultaneous Claude API calls across independent behavioral axes. Implemented custom synthesis and scoring layers to merge independent agent insights into one validated response, reducing total latency by over 60%.
2. Automated Content Pipeline (Script to Post Automation)
• The Challenge: Content creators needed an automated, hands-off pipeline to turn raw text scripts into fully assembled, ready-to-publish assets.
• The Solution: Developed an automated pipeline utilizing Playwright and API interception for data gathering, and leveraged FFmpeg assembly via Python backend scripts to auto-generate and manage media assets.
3. Telegram AI Bot & Advanced Automation
• The Challenge: Businesses needed an immediate, intelligent, and conversational touchpoint on messaging platforms that went beyond basic button menus.
• The Solution: Built a production-grade Telegram bot powered by Claude and FastAPI. Integrated advanced browser automation and scheduled pipelines to scrape data, handle session management, and push contextual, AI-driven responses back to users in real time.
4. Fitness Data Integration & Behavioral Mapping
• The Challenge: Extracting and normalizing fragmented user activity data across different wearable ecosystems to feed into a personalized AI tracking system.
• The Solution: Architected a secure OAuth 2.0 authentication flow with Strava and Google Fit. Structured a data pipeline to ingest, clean, and map behavioral data points into a centralized database, allowing downstream LLM agents to deliver tailored lifestyle insights.
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🚀 THE TECH STACK
• AI Engineering: LangChain, LlamaIndex, ChromaDB, FAISS, Pinecone, Qdrant, nomic-embed-text.
• LLM Ecosystem: Claude (Opus/Sonnet/Haiku), GPT-4o, Ollama, Groq, LLaMA 3, Mistral.
• Backend & Infra: Python FastAPI, Redis, PostgreSQL, SQLite, Docker, Linux, Git/GitHub, Vercel Serverless.
• Frontend & Tools: React, Tailwind CSS, Playwright, Scikit-Learn, NumPy, Pandas.
• Specialized: Bilingual AR/EN Systems (Full RTL rendering, native Gulf-market tone, programmatic image/PDF composition).
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🌟 WHY WORK WITH ME?
I don't just write code; I design systems. I optimize for cost, performance, and scalability. When you hire me, you get a clean, well-documented, and fully containerized product that is ready to scale from day one.
Ready to build something custom and powerful? Drop me a message with your project scope, and let's jump on a call to map out the architecture.
Steps for completing your project
After purchasing the project, send requirements so Mohammad can start the project.
Delivery time starts when Mohammad receives requirements from you.
Mohammad works on your project following the steps below.
Revisions may occur after the delivery date.
30-min Zoom strategy call
We meet on Zoom, review your AI idea together, and I map it into a concrete build plan with architecture, tech stack, and timeline.