You will get a custom AI prompt system or improved LLM workflow
Project details
You will get a custom AI prompt system created from scratch or an improved version of your existing prompt/workflow.
I help businesses make AI outputs more reliable by designing clear prompt logic, response rules, fallback handling, guardrails, structured output instructions, and testing guidance. This service is useful for AI chatbots, support assistants, document extraction, JSON outputs, classification workflows, and automation prompts.
I have hands-on experience working with prompts and AI workflows for real business use cases, including document parsing, compliance validation, structured data extraction, AI support flows, intent detection, and LLM output debugging.
Depending on your package, I can help you create a new prompt system, fix an existing prompt that hallucinates or ignores instructions, improve response consistency, define output formats, add edge-case handling, and provide notes so you can use and test the prompt confidently.
I help businesses make AI outputs more reliable by designing clear prompt logic, response rules, fallback handling, guardrails, structured output instructions, and testing guidance. This service is useful for AI chatbots, support assistants, document extraction, JSON outputs, classification workflows, and automation prompts.
I have hands-on experience working with prompts and AI workflows for real business use cases, including document parsing, compliance validation, structured data extraction, AI support flows, intent detection, and LLM output debugging.
Depending on your package, I can help you create a new prompt system, fix an existing prompt that hallucinates or ignores instructions, improve response consistency, define output formats, add edge-case handling, and provide notes so you can use and test the prompt confidently.
AI Algorithms
Large Language Model, Multimodal Large Language Model, Transformer ModelAI Applications
AI Chatbot, AI Content Creation, AI-Enhanced Classification, Conversational AI, Natural Language Generation, Natural Language Understanding, Text RecognitionAI Models
ChatGPT, GPT-4, OpenAI CodexWhat's included
| Service Tiers |
Starter
$75
|
Standard
$150
|
Advanced
$250
|
|---|---|---|---|
| Delivery Time | 2 days | 3 days | 5 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 | - | - | - |
Frequently asked questions
About Tooba
AI Prompt Engineer | LLM Automation | Chatbots | JSON/Data Extraction
Islamabad, Pakistan - 4:06 pm local time
I started at Jones Software as an insurance auditor, manually reviewing compliance documents. Today, I’ve transitioned into a Prompt Engineer role where I’ve helped build the AI auditing agent that now performs that work automatically.
My role has evolved beyond prompt writing into:
* Designing AI-driven workflows and automation systems
* Defining product behavior and UX around AI features
* Collaborating with engineering teams to ship production-ready AI solutions
Some of the systems I’ve worked on include:
* AI auditing agents for insurance compliance
* Structured data extraction pipelines (complex document → clean JSON)
* AI support agents that guide users to resolve compliance gaps
I specialize in making LLMs reliable in real-world applications:
* Prompt engineering (GPT, Claude, Gemini)
* AI workflow design (classification, extraction, decision systems)
* Structured outputs (JSON schema, validation logic)
* Debugging and improving model accuracy
With a background in bioinformatics, I bring strong analytical thinking and experience working with complex data systems.
If you're building AI products and need someone who understands both the technical side and the product thinking behind it, I can help.
Steps for completing your project
After purchasing the project, send requirements so Tooba can start the project.
Delivery time starts when Tooba receives requirements from you.
Tooba works on your project following the steps below.
Revisions may occur after the delivery date.
Understand your use case
I review your goal, target users, expected output, current prompt, examples, and any rules the AI must follow.
Design the prompt logic
I create or improve the prompt structure, role, task instructions, response rules, formatting, and workflow logic.