I will fix, debug and optimize your existing AI or LLM application

Imran Khan
Imran Khan Level 1
4.8 (375)· 615 orders completed ·Pakistan
I will fix, debug and optimize your existing AI or LLM application

About this service

Is your AI app slow, expensive, hallucinating, or just broken? I diagnose and fix existing LLM and machine learning applications, improving reliability, speed, and cost.

  • Debugging API errors, timeouts, streaming, and tool-call failures
  • Reducing hallucination and improving output consistency
  • Latency and cost optimization (caching, batching, model choice)
  • RAG retrieval quality fixes and reranking
  • Code review and refactor of your AI pipeline

I've rescued plenty of AI projects that stalled before launch. I work methodically, find the real root cause, and explain every fix so you understand what changed and why.

Share your repo or describe the issue, and I'll give an honest assessment of what's wrong and how I'd fix it. Let's get your AI application working the way it should.

About the seller

Imran Khan
Imran Khan Level 1
Unity & Unreal game developer for mobile and PC
4.8 (375)

Lahore-based game developer crafting polished 2D and 3D games in Unity and Unreal. I handle gameplay mechanics, C# scripting, optimization, and store-ready builds for Android and iOS. From hyper-casual prototypes to full indie titles, I bring fun ideas to life on a budget. Honest timelines and source code always included.

FromPakistan
SpeaksEnglish, Urdu, Punjabi
LevelIntermediate
Orders615
Contact me

Reviews

★ 4.8
375 reviews
for this service
K
Kevin Murphy
🌐 United States
2 weeks ago
5.0 (0)
Found the root cause of our token blowup and cut costs in half. Brilliant.
A
Astrid Holm
🌐 Norway
2 months ago
5.0 (0)
Fixed our flaky tool calls and explained everything clearly. A real pro.
R
Rajesh Kumar
🌐 India
4 months ago
4.0 (0)
Solid debugging, one issue took longer but he stuck with it until fixed.
C
Clara Fernández
🌐 Spain
6 months ago
5.0 (0)
Our RAG retrieval is finally accurate after his reranking fix. Highly recommend.
J
Joon-ho Lee
🌐 South Korea
9 months ago
5.0 (0)
Methodical and honest assessment. Latency dropped dramatically after his work.

More services by Imran Khan

People also viewed

See more →