You will get AI Strategy & Architecture Consultation for Production-Ready LLM Systems

Project details
๐๐๐๐ ๐๐ฅ๐๐ซ๐ข๐ญ๐ฒ ๐จ๐ง ๐ฒ๐จ๐ฎ๐ซ ๐๐๐ง๐๐ซ๐๐ญ๐ข๐ฏ๐ ๐๐ ๐๐ซ๐๐ก๐ข๐ญ๐๐๐ญ๐ฎ๐ซ๐?
If youโre working with ๐๐๐ง๐๐ซ๐๐ญ๐ข๐ฏ๐ ๐๐, ๐๐๐๐ฌ, ๐๐๐, ๐จ๐ซ ๐๐ ๐๐ง๐ญ-๐๐๐ฌ๐๐ ๐ฐ๐จ๐ซ๐ค๐๐ฅ๐จ๐ฐ๐ฌ and want confidence around architecture, scalability, or security, Iโll help you get a clear technical direction.
๐๐ก๐๐ญ ๐โ๐ฅ๐ฅ ๐๐จ ๐ข๐ง ๐ญ๐ก๐ ๐ฌ๐๐ฌ๐ฌ๐ข๐จ๐ง:
โโข Iโll review your current approach (or planned design), spot architectural risks, and recommend improvements for reliability, performance, and maintainability.
โโข ๐๐ก๐ข๐ฌ ๐ข๐ง๐๐ฅ๐ฎ๐๐๐ฌ ๐ฉ๐ซ๐๐๐ญ๐ข๐๐๐ฅ ๐ ๐ฎ๐ข๐๐๐ง๐๐ ๐จ๐ง: LLM selection, RAG design, agent orchestration, evaluation strategy, and safe deployment practices.
๐๐๐ฌ๐ญ ๐๐ข๐ญ ๐๐จ๐ซ ๐ก๐ข๐ ๐ก-๐ฌ๐ญ๐๐ค๐๐ฌ ๐๐จ๐ฆ๐๐ข๐ง๐ฌ:
โโข This consultation is especially valuable for healthcare, cybersecurity, and other regulated/high-risk environments where privacy, robustness, and security matter.
๐๐ก๐๐ญ ๐ฒ๐จ๐ฎโ๐ฅ๐ฅ ๐ฅ๐๐๐ฏ๐ ๐ฐ๐ข๐ญ๐ก:
โโข Youโll walk away with practical recommendations, clear trade-offs, and a realistic path from idea/prototype โ production-ready system.
If youโre working with ๐๐๐ง๐๐ซ๐๐ญ๐ข๐ฏ๐ ๐๐, ๐๐๐๐ฌ, ๐๐๐, ๐จ๐ซ ๐๐ ๐๐ง๐ญ-๐๐๐ฌ๐๐ ๐ฐ๐จ๐ซ๐ค๐๐ฅ๐จ๐ฐ๐ฌ and want confidence around architecture, scalability, or security, Iโll help you get a clear technical direction.
๐๐ก๐๐ญ ๐โ๐ฅ๐ฅ ๐๐จ ๐ข๐ง ๐ญ๐ก๐ ๐ฌ๐๐ฌ๐ฌ๐ข๐จ๐ง:
โโข Iโll review your current approach (or planned design), spot architectural risks, and recommend improvements for reliability, performance, and maintainability.
โโข ๐๐ก๐ข๐ฌ ๐ข๐ง๐๐ฅ๐ฎ๐๐๐ฌ ๐ฉ๐ซ๐๐๐ญ๐ข๐๐๐ฅ ๐ ๐ฎ๐ข๐๐๐ง๐๐ ๐จ๐ง: LLM selection, RAG design, agent orchestration, evaluation strategy, and safe deployment practices.
๐๐๐ฌ๐ญ ๐๐ข๐ญ ๐๐จ๐ซ ๐ก๐ข๐ ๐ก-๐ฌ๐ญ๐๐ค๐๐ฌ ๐๐จ๐ฆ๐๐ข๐ง๐ฌ:
โโข This consultation is especially valuable for healthcare, cybersecurity, and other regulated/high-risk environments where privacy, robustness, and security matter.
๐๐ก๐๐ญ ๐ฒ๐จ๐ฎโ๐ฅ๐ฅ ๐ฅ๐๐๐ฏ๐ ๐ฐ๐ข๐ญ๐ก:
โโข Youโll walk away with practical recommendations, clear trade-offs, and a realistic path from idea/prototype โ production-ready system.
AI Algorithms
Convolutional Neural Network, Deep Belief Network, Feedforward Neural Network, Generative Adversarial Network, Large Language Model, Linear Discriminant Analysis, Long Short-Term Memory Network, Multilayer Perceptron, Multimodal Large Language Model, Recurrent Neural NetworkAI Applications
AI Chatbot, AI Content Creation, AI Text-to-Image, AI-Enhanced Medical Imaging, AI-Generated Code, Automatic Speech Recognition, Conversational AI, Image Recognition, Image Upscaling, Machine Translation, Neural Machine Translation, Neural Style TransferAI Development Language
PythonAI Tools
Azure OpenAI, Bing AI, Copy.ai, GitHub Copilot, Gradio, Hugging Face, Jasper AI, PyTorch, Replit, TensorFlowAI Models
BERT, BLOOM, ChatGPT, DALL-E, Dolly, GPT-4, GPT-J, Jurassic-2, LaMDA, OpenAI Codex, Stable Diffusion, WhisperWhat's included
| Service Tiers |
Starter
$150
|
Standard
$250
|
Advanced
$450
|
|---|---|---|---|
| Delivery Time | 2 days | 3 days | 5 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
+$150 - $450
5 reviews
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FN
Farzan Majeed N.
Apr 29, 2026
Custom LLM system
amazing freelancer, excellent researcher
ES
Eng M S.
Mar 19, 2025
improving the work
MS
Mshr S.
Jan 2, 2025
Data Analysis for Human Stress Detection and help in improving an initial version of report
OB
Okezue Alexander B.
Nov 23, 2024
LLM Project As discussed in our last meeting.
BG
Boris G.
Sep 13, 2021
Help writing research papper on machine learning methods for biometric fingerprint recognition
Freelancer delivered as expected. No complaints.
About Adnan
Generative AI & Machine Learning (PhD) | RAG, Agents, Production AI/ML
71%
Job Success
Doha, Qatarย - 3:50 pm local time
Iโm a PhD in ๐๐จ๐ฆ๐ฉ๐ฎ๐ญ๐๐ซ ๐๐๐ข๐๐ง๐๐ with 10+ years in trustworthy AI and advanced ML, helping teams build production-ready Generative AI systems that are reliable, secure, and measurable, especially in healthcare, cybersecurity, and other high-stakes settings.
๐๐๐๐๐๐๐ฆ๐ข๐ ๐๐ฆ๐ฉ๐๐๐ญ & ๐๐ฐ๐๐ซ๐๐ฌ:
โ45+ peer-reviewed publications
โ7,500+ citations on Google Scholar
โTop 2% Highly Cited Researcher (2024 & 2025)
โBest Paper Award, IEEE Engineering in Medicine & Biology Society
โPublications in leading venues, including ๐๐๐๐๐๐, ๐๐๐๐ ๐-๐๐๐๐, ๐๐๐๐, ๐๐๐๐ ๐๐๐๐๐,
Computers & Security, and more.
๐๐ ๐๐๐ง ๐ก๐๐ฅ๐ฉ ๐ฒ๐จ๐ฎ ๐ฐ๐ข๐ญ๐ก:
โ End-to-end RAG systems: hybrid search, structured retrieval, reranking, evaluation pipelines
โ Agentic / multi-agent systems: orchestration, tool use, coordination, workflow automation
โ LLM security + robustness: prompt injection, data leakage, model inversion risks, red-teaming + regression checks
โ Foundation & multimodal model adaptation for domain use cases
๐๐ ๐ฒ๐จ๐ฎ ๐ก๐๐ฏ๐ ๐ ๐ฉ๐ซ๐จ๐ญ๐จ๐ญ๐ฒ๐ฉ๐ ๐ญ๐ก๐๐ญ ๐ก๐๐ฅ๐ฅ๐ฎ๐๐ข๐ง๐๐ญ๐๐ฌ, ๐๐ซ๐๐๐ค๐ฌ ๐จ๐ง ๐๐๐ ๐ ๐๐๐ฌ๐๐ฌ, ๐จ๐ซ ๐๐๐งโ๐ญ ๐ฌ๐๐๐ฅ๐ ๐ฌ๐๐๐๐ฅ๐ฒ, ๐ ๐๐๐ง ๐๐ฎ๐๐ข๐ญ ๐ข๐ญ, ๐๐ข๐ฑ ๐ข๐ญ๐ฌ ๐ฐ๐๐๐ค ๐ฉ๐จ๐ข๐ง๐ญ๐ฌ, ๐๐ง๐ ๐ฉ๐ฎ๐ญ ๐๐ฏ๐๐ฅ๐ฎ๐๐ญ๐ข๐จ๐ง ๐๐ง๐ ๐ ๐ฎ๐๐ซ๐๐ซ๐๐ข๐ฅ๐ฌ ๐ข๐ง ๐ฉ๐ฅ๐๐๐ ๐ฌ๐จ ๐ฒ๐จ๐ฎ๐ซ ๐ญ๐๐๐ฆ ๐๐๐ง ๐ญ๐ซ๐ฎ๐ฌ๐ญ ๐ข๐ญ๐ฌ ๐จ๐ฎ๐ญ๐ฉ๐ฎ๐ญ๐ฌ.
๐๐๐ฅ๐๐ญ๐๐ ๐๐๐ฒ๐ฐ๐จ๐ซ๐๐ฌ:
#GenerativeAI #LLM #LargeLanguageModels #RAG #RetrievalAugmentedGeneration #HybridSearch #Embeddings #VectorSearch #AgenticAI #AIAgents #MultiAgentSystems #FoundationModels #MultimodalAI #LLMSecurity #PromptInjection #DataLeakage #ModelInversion #RedTeaming #EvaluationPipelines #AIArchitecture
Steps for completing your project
After purchasing the project, send requirements so Adnan can start the project.
Delivery time starts when Adnan receives requirements from you.
Adnan works on your project following the steps below.
Revisions may occur after the delivery date.
Requirements & Scheduling
Client purchases the project and shares requirements, background context, and any relevant documents or diagrams. We align on goals and schedule the consultation session.
Pre-Session Review
I review the provided materials, architecture, and current approach to understand the system, constraints, and key concerns before the call.