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$
USD
I will audit and reduce your openai API costs for your ai app
Pritam
About this gig
Your AI feature works, but your OpenAI or Claude bill is growing faster than your users. Most of that overspend comes from a few fixable patterns.
You may be here because:
- Your API bill jumped and you can't tell which feature caused it
- Every request goes to your most expensive model, even simple ones
- Chat history or RAG context keeps growing, so each message costs more
- Failed calls retry and you pay for the same answer twice
What I deliver (depends on package):
- A breakdown of where your tokens go, by feature and model
- A ranked list of fixes with estimated monthly savings
- Implemented fixes: prompt caching, context trimming, model routing, output limits
- Usage caps and cost tracking so the bill can't surprise you again
Why me:
I have 70+ pull requests merged into stdlib-js, an open-source library where every change passes strict maintainer review. I test each fix against your current outputs before shipping it.
Not sure it will pay off? Message me before ordering with your stack and rough monthly spend. I'll tell you honestly if an audit is worth it for you.
Send me a message to get started.
Get to know Pritam
Pritam
Golang Software Developer
- FromBangladesh
- Member sinceNov 2025
- Avg. response time2 days
- Last delivery1 week
Languages
Bengali, English
I'm a Go (Golang) backend developer building fast, scalable APIs and backend infrastructure. My experience spans Node.js/Express and the MERN stack, deploying REST APIs, integrating OAuth and third-party services, and working with MongoDB which now extends into Go for cleaner, more performant systems. I'm deepening my skills in distributed systems and cloud-native deployment with Docker. I write clean, well-tested, documented code and communicate clearly throughout every project.
My Portfolio
FAQ
Do you need access to my billing account or API keys?
No. I need read access to the code that makes AI calls and a usage export from your provider dashboard. I never need your billing login, passwords, or production API keys. You can remove my access as soon as the order is delivered.
How much will I save?
I can't promise a number before seeing your setup. The audit gives you an estimated monthly saving for each fix, so you can see the value before deciding what to implement. Message me your rough monthly spend first and I'll tell you if an audit is likely to pay off.
Will the changes make my AI outputs worse?
I test every fix against your current outputs using real sample requests. If a change noticeably lowers quality, I don't ship it. When a fix saves money but has a tradeoff, I explain it and you decide.
Which AI providers and tech stacks do you work with?
OpenAI, Anthropic Claude, and Google Gemini APIs, in Node.js and Express backends. If your app uses a different stack, message me before ordering so I can confirm it's a good fit.
Is this worth it if my API bill is small?
Usually not if you spend under about $100 a month, because the audit may cost more than it saves. It pays off fastest when your bill is growing or your usage is about to scale. If you're unsure, message me and I'll give you an honest answer.
