You will get Agentic AI System Audit & Production Stabilization
Top Rated
Top Rated
Project details
You will get a comprehensive audit and stabilization of your AI system or multi-agent workflow to ensure production-ready performance, memory management, and cost efficiency. I specialize in diagnosing complex AI architectures, optimizing multi-agent interactions, and improving RAG pipelines for robust and scalable solutions. Unlike generic consultants, I provide actionable recommendations and hands-on support for implementation, ensuring your system is stable, efficient, and ready for real-world use. With years of experience in AI/ML system design and SaaS deployment, I focus on delivering high-quality, original, and practical solutions tailored to your business needs.
Machine Learning Tools
Amazon SageMaker, Azure Machine Learning, ChatGPT, GitHub Copilot, GPT-3, MLflow, OpenCV, pandas, Python, PyTorch, SQL, TensorFlow, Vertex AIWhat's included
| Service Tiers |
Starter
$500
|
Standard
$1,000
|
Advanced
$2,000
|
|---|---|---|---|
| Delivery Time | 5 days | 7 days | 10 days |
Number of Revisions | 1 | 2 | 3 |
Number of Model Variations | 1 | 3 | 5 |
Number of Scenarios | 3 | 5 | 7 |
Number of Graphs/Charts | 1 | 3 | 5 |
Model Validation/Testing | |||
Model Documentation | - | - | |
Data Source Connectivity | - | - | |
Source Code | - | - |
Frequently asked questions
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LN
Lucas N.
Jan 31, 2026
C# Developer Needed for Law Firm Case Management System
I really appreciate Aqdas's help and hope to work with him again in the future.
WS
We Think Beautiful S.
Dec 18, 2025
Next.js & Tailwind CSS Developer Needed for Website Build from Figma Design
Thank you again for your work!
FO
Fraser O.
Jan 18, 2025
Long Term C#/.NET programmer, full stack experience required
Aqdas worked full time for me for four months and did an excellent job. He was always on top of things, suggesting great ideas, going above and beyond and easy to work with. He has great skill in the technologies we worked with and is always focused on making sure I was happy with the work he did.
Highly recommend for your project, I will be hiring him again.
Highly recommend for your project, I will be hiring him again.
SJ
Sol J.
Jul 2, 2024
Full Stack Web Developer for a Financial Web Platform
It was fantastic working with Aqdas. He completed the job successfully and on time. I will gladly work with him again in the future if given the chance
RS
Robert S.
Mar 7, 2024
React UI Engineer
One of the best React engineers on Upwork, was the bedrock of the project. I trusted him with spearheading a new project and he did great!
About Aqdas
AI Architect | Agentic AI | ML | Full Stack | Python/Node.js/.NET
100%
Job Success
Lahore, Pakistan - 5:20 pm local time
I am an AI Architect and Full Stack Engineer with 18+ years of experience designing and delivering production-grade software systems across SaaS, FinTech, Healthcare, Legal, and enterprise platforms. My focus today is building 𝐀𝐠𝐞𝐧𝐭𝐢𝐜 𝐀𝐈 𝐬𝐲𝐬𝐭𝐞𝐦𝐬, 𝐋𝐋𝐌 𝐚𝐩𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬, 𝐑𝐀𝐆-𝐩𝐨𝐰𝐞𝐫𝐞𝐝 𝐩𝐫𝐨𝐝𝐮𝐜𝐭𝐬, 𝐚𝐧𝐝 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 𝐬𝐨𝐥𝐮𝐭𝐢𝐨𝐧𝐬 that actually work in real-world environments.
I don’t build prototypes, I build production AI systems with real users, real load, and real constraints.
🤖 𝐀𝐈/𝐌𝐋 & 𝐋𝐋𝐌 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠
✓ Agentic AI systems with LangGraph, CrewAI, Agno, AutoGen, and custom multi-agent architectures
✓ RAG pipelines (LangChain, LlamaIndex, pgvector, Pinecone, ChromaDB, Weaviate)
✓ MCP (Model Context Protocol) servers and enterprise tool integrations
✓ LLM orchestration: OpenAI, Claude, Gemini, Llama, Azure OpenAI
✓ AI agents with tool use, memory, planning, and autonomous execution
✓ Multi-agent workflows, human-in-the-loop systems, and agent governance
✓ ML model integration and deployment: Hugging Face, scikit-learn, custom fine-tuned models
✓ FastAPI backends for streaming AI responses and high-throughput inference
✓ On-prem / private LLM deployments
🧠 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 & 𝐃𝐚𝐭𝐚 𝐒𝐲𝐬𝐭𝐞𝐦𝐬
✓ Machine Learning models for prediction, classification, and recommendation systems
✓ Deep learning and NLP solutions using PyTorch, scikit-learn, and Hugging Face
✓ Data pipelines and AI-driven decision systems
🏗️ 𝐂𝐨𝐫𝐞 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠 𝐄𝐱𝐩𝐞𝐫𝐭𝐢𝐬𝐞
✓ Backend: Python, Node.js, .NET Core, NestJS
✓ Frontend: JavaScript, TypeScript, React, Next.js
✓ Databases: PostgreSQL, SQL Server, MongoDB, pgvector
✓ Cloud: AWS, Azure, GCP: Docker, Kubernetes, CI/CD
💼 𝗪𝗛𝗬 𝗖𝗟𝗜𝗘𝗡𝗧𝗦 𝗧𝗥𝗨𝗦𝗧 𝗠𝗘
✓ Top Rated Plus, 100% Job Success
✓ 18+ years engineering across SaaS, finance, and enterprise
✓ Stack Overflow Gold badge contributor
✓ I ship working systems, not just architecture docs
Let's talk about what you're building.
Steps for completing your project
After purchasing the project, send requirements so Aqdas can start the project.
Delivery time starts when Aqdas receives requirements from you.
Aqdas works on your project following the steps below.
Revisions may occur after the delivery date.
Initial System Review
I will review the provided system access and documentation, identify potential bottlenecks, memory leaks, and inefficiencies, and create a detailed technical report outlining recommended optimizations.
Diagnostic & Workflow Analysis
I will trace the flow of data between agents, examine retrieval-augmented generation setups, and identify points where workflows fail or slow down, ensuring the system is ready for stable production use.