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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HZ
Husn e Z.
Jul 1, 2026
Fix Hallucination & Embedding Drift in Production RAG System
Nailed the hallucination and drift fixes, and even threw in dashboards to monitor and reindex drift without being asked. Great communication, delivered on time. Would hire again in a heartbeat.
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
About Aqdas
AI Developer | RAG, Voice Agents & LLM | Full-Stack .NET/Node/React
100%
Job Success
Lahore, Pakistan - 9:55 pm local time
Most "AI developers" can build a prototype but can't own the product around it. Most full-stack engineers can ship the product but don't understand embeddings, retrieval drift, or agent architecture well enough to make AI features actually reliable. I do both, which means you're not hiring two people, or hiring someone who hands you a working notebook and disappears when it needs to become a real feature.
𝐖𝐡𝐚𝐭 𝐈 𝐛𝐮𝐢𝐥𝐝:
✓ RAG pipelines (LangChain, LlamaIndex, pgvector, Pinecone, ChromaDB) including diagnosing and fixing hallucination and embedding drift in systems already in production
✓ Voice agents and conversational AI (Hugging Face, OpenAI, Claude, ElevenLabs-style stacks)
✓ LLM-powered agents with tool use, memory, and multi-step workflows (LangGraph, CrewAI, custom)
✓ Full-stack integration around all of the above, FastAPI/Node backends, React/Angular frontends, .NET/C# where that's the existing stack, deployed on AWS, Azure, or GCP
𝐖𝐡𝐲 𝐜𝐥𝐢𝐞𝐧𝐭𝐬 𝐤𝐞𝐞𝐩 𝐦𝐞:
✓ Top Rated Plus, 100% Job Success Score, 28 completed jobs
✓ 18+ years shipping production systems across SaaS, FinTech, Legal, and enterprise platforms
✓ I ship working systems with monitoring and error handling, not just architecture diagrams, on my last RAG engagement I added drift-monitoring dashboards the client hadn't even asked for
✓ Comfortable owning a feature end-to-end: model/pipeline choice, backend, frontend, and cloud deployment, so you're not coordinating three different specialists
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.