You will get a Custom AI Agent: Automate Multi-Step Workflows with Tools
Project details
You'll get an AI agent that completes real work not a chatbot that just talks. It calls your APIs, queries your data, runs multi-step tasks, and makes decisions, all with guardrails you control.
The hard part of an agent isn't the model it's the orchestration: defining tools cleanly, handling failures, keeping it on task, and adding human approval before anything irreversible happens. That's where I spend the effort, because that's what makes an agent reliable enough to actually deploy.
You'll receive an agent wired to your tools, a clear definition of what it's allowed to do, full step-by-step logging so you can see every action it took, and human-in-the-loop checkpoints on high-stakes steps. I build these to be debuggable when something goes wrong, you can see exactly why.
7+ years building Python and AI systems. Message me with the process you want handled.
The hard part of an agent isn't the model it's the orchestration: defining tools cleanly, handling failures, keeping it on task, and adding human approval before anything irreversible happens. That's where I spend the effort, because that's what makes an agent reliable enough to actually deploy.
You'll receive an agent wired to your tools, a clear definition of what it's allowed to do, full step-by-step logging so you can see every action it took, and human-in-the-loop checkpoints on high-stakes steps. I build these to be debuggable when something goes wrong, you can see exactly why.
7+ years building Python and AI systems. Message me with the process you want handled.
AI Algorithms
Large Language Model, Long Short-Term Memory Network, Multilayer Perceptron, Multimodal Large Language Model, Recurrent Neural Network, Transformer ModelAI Applications
AI Chatbot, AI Content Creation, Anomaly Detection, Conversational AI, Natural Language Generation, Natural Language UnderstandingAI Development Language
PythonAI Tools
Azure OpenAI, Copy.ai, GitHub Copilot, Gradio, Hugging Face, NVIDIA AI Platform, PyTorch, Replit, Streamlit, TensorFlowAI Models
BERT, BLOOM, ChatGPT, DALL-E, GPT-3, GPT-4, GPT-Neo, LaMDA, LLaMA, Midjourney AI, OpenAI Codex, WhisperWhat's included
| Service Tiers |
Starter
$600
|
Standard
$1,400
|
Advanced
$2,800
|
|---|---|---|---|
| Delivery Time | 7 days | 14 days | 28 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
+$500 - $1,500
Additional Revision
+$150Frequently asked questions
4 reviews
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HS
Heiko S.
Jul 10, 2026
AI Workflow Engineer – Deterministic FSM Intake System (Cost-Controlled)
Jazay was a reliable and dedicated member of our engineering team. He consistently approached tasks with a positive attitude, communicated well, and was always willing to take on new technical challenges as the project evolved.
He contributed to the development of our Resonance platform, worked collaboratively with the rest of the team, and was responsive to feedback throughout the engagement. I appreciated his professionalism, commitment, and willingness to help move the project forward.
I look forward to working with Jazay again soon and would be happy to recommend him to other clients looking for a dependable software engineer. I wish him continued success on Upwork.
He contributed to the development of our Resonance platform, worked collaboratively with the rest of the team, and was responsive to feedback throughout the engagement. I appreciated his professionalism, commitment, and willingness to help move the project forward.
I look forward to working with Jazay again soon and would be happy to recommend him to other clients looking for a dependable software engineer. I wish him continued success on Upwork.
SE
Sean E.
Jun 7, 2026
Looking for Senior AI Backend Engineer – Conversational AI Platform
Jazay was great to work with again. He brings a strong mix of technical expertise, adaptability and clear communication, and was a trusted partner throughout the project. He stayed solution oriented from scoping through delivery, took ownership of outcomes, and kept things moving without overcomplicating the process. Would highly recommend reaching out and leaning on him for your project.
SE
Sean E.
Sep 13, 2024
Chatbot Pt 3
Jazay provides a rare combination of expertise, adaptability and quality of work. We built a dynamic LLM chatbot with custom logs, admin panels, prompt inputs - and Jazay was a trusted partner from scoping to go-live. Would highly recommend reaching out and leaning on him for your project!
SE
Sean E.
Jun 15, 2024
Chatbot Pt 2
Jazay provided a rare combination of expertise and high quality execution. He provided detailed, realistic and reasonable scopes of work - and helped build an LLM architecture with multiple complex requirements. Highly recommend choosing Jazay if you’re looking for a trustworthy development partner.
About Jazay
Expert in LLM Integration & AI Systems, RAG
100%
Job Success
Peshawar, Pakistan - 7:26 am local time
—
Hi, I’m Jazay an AI and backend engineer with over 7 years of experience. I’ve led AI initiatives in property tech and customer service, delivering real-world systems. At TalentPop, I turned cutting-edge AI into daily-use applications.
I have built systems for large language models, retrieval-augmented generation, and full-stack Python development. Each project contributes to measurable business goals such as lower response times and reduced manual work. I ensure my AI systems are connected to outcomes before deployment.
Collaborate with me for production-ready AI solutions that streamline operations and utilize data effectively. My approach combines robust technical skills with a strong business focus, using tools such as AWS, Docker, and CI/CD for deployment.
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**Skills and Descriptions:**
– 🤖 **Generative AI Development:** Building AI applications that automate tasks and improve efficiency, transforming operations across industries.
– **LLM Integration:** Expert in integrating OpenAI, Claude, and other LLMs into workflows for enhanced functionality.
– **Python Backend Development:** Specializing in building scalable backend systems using Python frameworks like FastAPI and Django.
– **RAG Systems Integration:** Designing retrieval-augmented generation systems using vector databases for quick and accurate information retrieval.
– **AI Agent Development:** Creating autonomous AI systems capable of complex reasoning, API calls, and decision-making in real-time.
– **Production Deployment:** Ensuring reliable AI systems through deployment on AWS, using Docker and CI/CD pipelines.
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**Let’s discuss your next AI project and turn your ideas into powerful solutions. Contact me to get started today!**
Steps for completing your project
After purchasing the project, send requirements so Jazay can start the project.
Delivery time starts when Jazay receives requirements from you.
Jazay works on your project following the steps below.
Revisions may occur after the delivery date.
Map the workflow & guardrails
We confirm the process, the tools involved, and exactly which actions are automatic vs. require your approval.
Define tools & wire up the agent
I build clean tool definitions, connect your APIs and systems, and set up the agent's reasoning with error handling.