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$
USD
I will integrate claude, chatgpt or gemini apis into your app or workflow
M. Humza Riaz
About this gig
Add AI where a person is doing the sorting today: reading messages, copying fields out of documents, or answering the same support question. I integrate Claude, ChatGPT and Gemini APIs into existing Laravel, Node.js and Python products.
What I build
- Document and note extraction into structured fields
- Message triage and routing to the right queue or team
- Support chatbots connected to your booking or order data
- AI features behind your own API, with auth, rate limits and logs
How I keep it reliable
- The model can only return the keys and labels you define
- A value with no source in the input is dropped, not stored
- Sensitive text stays out of logs and traces
- Tested on your anonymised samples before go-live
From my work
- Clinical notes API: free text to problems, medications and follow-ups, 0 invented doses stored
- Patient message triage: mixed requests split and routed in under 2 seconds
- Rental booking platform with AI pricing and LLM support: +38% booking conversion, support replies under 30 seconds
Not a fit: an AI demo that does not replace a real workflow.
Message me with the workflow and a few sample inputs.
Get to know M. Humza Riaz
M. Humza Riaz
Senior Software Engineer: Laravel, NodeJS, Python, AWS, AI APIs
- FromPakistan
- Member sinceMar 2018
- Last delivery5 years
Languages
Urdu, Punjabi, English
Senior Software Engineer with 7+ years running production backends: Laravel, Node.js and Python on AWS, plus the database, real-time and AI layers behind them. Recent work: a HIPAA-verified healthcare platform (queries cut from 900+ ms to under 85 ms, 99.95% uptime), a food ordering system peaking at 3,800 orders/hour, and Claude, ChatGPT and Gemini features for extraction, triage and support. Best fit: a live system where the API, data or cloud is the risk. I work in your repo and keep the stack that runs. Lahore, UTC+5, with overlap for US, UK, EU and Gulf hours.
My Portfolio
FAQ
Which model should I use?
I test your samples on the providers that fit and recommend one on accuracy, speed and cost. The integration can be built so the provider can be swapped later.
Who pays for API usage?
You do. The API key is created in your own provider account, so usage and data stay under your control.
Will the AI make things up?
Any LLM can. I limit it with closed schemas, source checks and confidence thresholds, and low-confidence items go to a person.
Do you train custom models?
Often a schema and good prompts are enough. When your data supports it, I also build classic ML (scikit-learn, TensorFlow) for scoring and classification.
Can you add this to my existing app?
Yes, inside Laravel, Node.js or Python, or as a small service your app calls.
Can I share sensitive data?
Use anonymised samples on Fiverr. For production, access is set up inside your own environment.
