You will get Python AI Automation Scripts Built for API Workflow Integration
Project details
I'll write custom Python scripts that connect your apps and APIs together and automate the repetitive parts of your workflow, things like data syncing, scheduled tasks, file processing, or AI-powered text and data handling that's currently done by hand. The goal is clean, reliable code that actually runs unattended, not a fragile script that breaks the first time something changes.
The work includes mapping out your current manual process, building the script(s) to handle it end-to-end, integrating with whatever APIs or services are involved, and adding proper error handling so failures are caught and logged instead of silently breaking your workflow.
What you get:
Custom Python script(s) built for your exact workflow
API integrations (REST, webhooks, third-party services)
Scheduled/automated execution setup if needed
Error handling and logging built in from the start
Clear documentation so any developer can pick it up later
Whether you're automating data entry, syncing tools together, or building AI-powered processing into your pipeline, I'll deliver a script that actually saves you time instead of creating more maintenance work down the line.
The work includes mapping out your current manual process, building the script(s) to handle it end-to-end, integrating with whatever APIs or services are involved, and adding proper error handling so failures are caught and logged instead of silently breaking your workflow.
What you get:
Custom Python script(s) built for your exact workflow
API integrations (REST, webhooks, third-party services)
Scheduled/automated execution setup if needed
Error handling and logging built in from the start
Clear documentation so any developer can pick it up later
Whether you're automating data entry, syncing tools together, or building AI-powered processing into your pipeline, I'll deliver a script that actually saves you time instead of creating more maintenance work down the line.
AI Development Type
Knowledge Representation, Model Tuning, Recommendation System, Software MaintenanceAI Tools
Azure Machine Learning, Google AutoML, Keras, MLflow, OpenCV, PyTorch, RapidMiner, TensorFlowAI Development Language
PythonWhat's included
| Service Tiers |
Starter
$100
|
Standard
$200
|
Advanced
$300
|
|---|---|---|---|
| Delivery Time | 3 days | 5 days | 7 days |
Number of Revisions | 2 | 3 | 5 |
AI Model Integration | - | ||
Detailed Code Comments | |||
Knowledge Graph | - | - | |
Model Documentation | - | ||
Ontology | - | - | |
Source Code | |||
Taxonomy | - | - |
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SR
Sharjeel R.
Jun 15, 2026
Experienced Data Engineer Needed for Ongoing Projects
Very professional and always willing to help! Would definitely work with him again as he is kind and hard working.
SF
Steven F.
Jan 15, 2026
Forensic MetaData Extraction
We worked closely to stand up the Phase‑1 pipeline from metadata capture through a reviewable timeline. Check‑ins were regular, questions were handled promptly, and fixes were applied quickly when testing surfaced formatting and encoding issues. The closing status snapshot clearly framed what’s done versus what rolls into Phase 2
PS
Paige S.
Dec 26, 2025
AIF-C01: AWS Certified AI Practitioner
AD
Adrien D.
Nov 18, 2024
Python trading bot review and deployment
Good communication and good at solving problems
SH
Simon H.
Sep 20, 2024
Python bachelor thesis in Visual Studio Code
Umair responds very quickly, was always friendly, and can quickly familiarize himself with complex programming of AI software. Thank you very much for your professional work!
About Umair
AI Automation Expert | n8n, AI Agents, Voice AI & GHL
89%
Job Success
Karachi, Pakistan - 5:12 pm local time
I've completed 46+ projects over 3+ years of freelance development, working with clients across SaaS, real estate, home services, e-commerce, and finance.
🤖 AI Agents & MCP Development
- Custom AI agents built with Claude and Model Context Protocol (MCP)
- AI agents for lead qualification, customer support, and internal operations
- MCP server setup, tool configuration, and Anthropic API integration
- n8n workflow automation and API integrations
- OpenAI, Claude, and Azure OpenAI implementation
- RAG (Retrieval Augmented Generation) and knowledge based AI systems
- Custom Python automation and agent orchestration
📞 Voice AI
- Inbound and outbound AI voice agents
- Vapi, Retell AI, ElevenLabs, and Twilio integration
- AI driven lead qualification and appointment booking
- Automated CRM updates and follow up sequences
- Missed call recovery and text back automation
⚙️ CRM & Workflow Automation
- GoHighLevel (GHL) workflows, pipelines, and custom integrations
- Lead capture, routing, and automated follow up systems
- Zapier and Make automation builds
- REST API integrations and webhook configuration
- Multi tool workflow orchestration across CRM, email, and calendar systems
🐍 Python & Cloud Infrastructure
- Python automation and backend development
- AWS Lambda and serverless architecture
- Azure Functions and Logic Apps
- Custom API development and third party integrations
- CI/CD pipelines and DevOps automation
Recent systems I've built include AI lead qualification agents using MCP based architecture, production trading bots, AWS Lambda automation pipelines, forensic data processing systems, Azure DevOps CI/CD pipelines, and NLP/LLM powered solutions.
I work best with clients who already have a CRM, dataset, or process in place that needs to be connected, automated, or made intelligent, but I can also design the full automation architecture from scratch if you're starting fresh.
Send me your current setup and what you're trying to achieve. I'll tell you exactly what I'd automate, what I wouldn't, and how I'd approach building it, no generic pitch, just a real assessment of your workflow.
Steps for completing your project
After purchasing the project, send requirements so Umair can start the project.
Delivery time starts when Umair receives requirements from you.
Umair works on your project following the steps below.
Revisions may occur after the delivery date.
Requirement Analysis
I analyze your workflow, data, and automation goals to design the optimal Python AI system architecture.
System Design & Planning
I design the backend structure, API flow, AI logic, and automation pipeline for your system.