You will get a custom Python AI agent to automate your business workflow
Project details
Need an AI system that performs real work, not just chat?
I design and build custom code-based AI agents for specific business workflows. Your system can retrieve data, apply rules, call APIs, use tools, and return structured outputs.
Use cases:
• Document intake, extraction, classification
• Lead/candidate/application evaluation
• Research & report generation
• RAG knowledge assistants
• Support triage & response drafting
• Data processing & decision support
• API/database multi-step agents
• Multi-agent systems
Tech stack (as needed): Python, FastAPI, OpenAI/Anthropic, LangChain/LangGraph, vector databases, SQL/NoSQL, Docker, AWS or other cloud. Architecture is chosen per workflow.
Deliverables: clean source code, setup documentation, testing (based on tier), and a full system walkthrough.
Why me: 40+ freelance software projects, experience with LLM agents, tool use, APIs, data pipelines, and cloud systems, plus strong ability to translate business processes into reliable software.
Please contact me before ordering to confirm scope, integrations, and requirements.
I design and build custom code-based AI agents for specific business workflows. Your system can retrieve data, apply rules, call APIs, use tools, and return structured outputs.
Use cases:
• Document intake, extraction, classification
• Lead/candidate/application evaluation
• Research & report generation
• RAG knowledge assistants
• Support triage & response drafting
• Data processing & decision support
• API/database multi-step agents
• Multi-agent systems
Tech stack (as needed): Python, FastAPI, OpenAI/Anthropic, LangChain/LangGraph, vector databases, SQL/NoSQL, Docker, AWS or other cloud. Architecture is chosen per workflow.
Deliverables: clean source code, setup documentation, testing (based on tier), and a full system walkthrough.
Why me: 40+ freelance software projects, experience with LLM agents, tool use, APIs, data pipelines, and cloud systems, plus strong ability to translate business processes into reliable software.
Please contact me before ordering to confirm scope, integrations, and requirements.
AI Algorithms
Large Language Model, Multimodal Large Language ModelAI Applications
AI Chatbot, AI Content Creation, AI-Enhanced Classification, AIOps, Anomaly Detection, Automatic Speech Recognition, Conversational AI, Natural Language Generation, Natural Language Understanding, Sentiment Analysis, Synthetic Data Generation, Text RecognitionAI Development Language
PythonAI Tools
Azure OpenAI, GitHub Copilot, Gradio, Hugging Face, StreamlitAI Models
ChatGPT, GPT-3, GPT-4, LLaMA, OpenAI CodexWhat's included
| Service Tiers |
Starter
$300
|
Standard
$1,000
|
Advanced
$2,000
|
|---|---|---|---|
| Delivery Time | 3 days | 7 days | 15 days |
Number of Revisions | 1 | 2 | 5 |
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.
Additional Revision
+$50Frequently asked questions
31 reviews
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ML
Mary Grace L.
Jun 26, 2026
Python Developers for AI Productivity Research Study
DM
Daniel M.
Jun 3, 2020
Chrome Extension Developer (Long Term Company Position) NO AGENCIES
Ahmed has been a phenomenal member of our team and it has been my sincere pleasure to work with him.
One of Ahmed's greatest assets is his eagerness to learn new things to improve solutions. Ahmed has a very sharp mind and always finds new ways of looking at seemingly impassable problems.
He has near native mastery of the English language and communicates effectively with team members.
During Ahmed's time with us he became one of our greatest assets and I am certain he would be of immense value to anybody looking to hire him.
One of Ahmed's greatest assets is his eagerness to learn new things to improve solutions. Ahmed has a very sharp mind and always finds new ways of looking at seemingly impassable problems.
He has near native mastery of the English language and communicates effectively with team members.
During Ahmed's time with us he became one of our greatest assets and I am certain he would be of immense value to anybody looking to hire him.
YR
Yashveer R.
Feb 24, 2020
Create a Chrome Extension for customizing Linkedin webpages
EA
Elliott A.
Nov 21, 2019
Automation of opt-out forms with Selenium
Ahmed is great! Very smart and very helpful. Highly recommended!
JR
Jeremias R.
Aug 23, 2019
Test Chrome Extension—1h work
Was very nice working with Ahmed, very much recommended.
About Ahmed
Agentic AI & Automation Engineer | Python, n8n, Make
Cairo, Egypt - 8:10 pm local time
I can help you:
• Build AI agents that reason, use tools, call APIs, and complete multi-step workflows
• Automate operational processes across spreadsheets, databases, CRMs, email, and third-party services
• Develop RAG and knowledge-base systems grounded in your business data
• Integrate OpenAI and other LLMs into existing products and internal tools
• Create human-in-the-loop workflows with validation, retries, monitoring, and approval steps
• Build custom Python backends, REST APIs, data pipelines, web scrapers, and browser automations
• Diagnose and improve unreliable or unnecessarily expensive AI workflows
My background combines AI engineering, data engineering, software development, and technical leadership.
Before the generative-AI era, I completed 43 Upwork jobs, earned more than $8,000, and achieved Top Rated status by delivering web-scraping systems, Chrome extensions, Excel/VBA automation, and custom software for real clients.
I then stepped away from freelancing to work full-time on frontier AI systems. Since 2022, I have helped train and evaluate advanced coding-focused AI models across tool use, function calling, code generation, web-based tasks, and autonomous workflows. I also led distributed teams of AI trainers and designed evaluation standards and rubrics to make model outputs more reliable.
My applied work includes:
• Designing an agentic evaluation workflow that helped vet 300+ AI trainers in two weeks
• Building and optimizing large-scale Python and data-processing pipelines
• Reducing a distributed analytical workload from weeks to approximately 4–5 hours on Azure Databricks
• Developing production-oriented AI applications, APIs, retrieval workflows, and cloud architectures
The result is an unusual combination: I understand how modern AI models behave under the hood, but I also have years of experience turning client requirements into software that works in the real world.
My core toolkit includes Python, JavaScript/TypeScript, FastAPI, REST APIs, SQL, AWS, Docker, LangChain, LLM tool calling, RAG, web scraping, browser automation, n8n, Make, and data-processing technologies such as Pandas and Polars.
If you have a repetitive workflow, a disconnected collection of tools, or an AI idea that needs to become a dependable system, send me a message with the current process and desired outcome. I’ll help you determine what should be handled by AI, what should remain deterministic, and the most practical way to build it.
Steps for completing your project
After purchasing the project, send requirements so Ahmed can start the project.
Delivery time starts when Ahmed receives requirements from you.
Ahmed works on your project following the steps below.
Revisions may occur after the delivery date.
Review Requirements & Design Solution
I review your workflow, inputs, outputs, integrations, and constraints, then define the technical approach and confirm the agreed scope.
Build The Core AI Workflow
I develop the agent’s core reasoning flow, prompts, structured outputs, business rules, and task-specific logic.