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Ciprian Mandache

Mostly writing code that does stuff…

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optimization

LLM Cost Reduction: Find Where Your Tokens Go, Cut the Bill, Keep It Cut
Services

LLM Cost Reduction: Find Where Your Tokens Go, Cut the Bill, Keep It Cut

Thousands a month on LLM calls and nobody can say which feature spends it. I instrument every call, cut the spend where the measurement says it pays, then stay a second month proving it held.

Backend Performance Rescue: Find What Is Actually Slow, Fix It, Prove It
Services

Backend Performance Rescue: Find What Is Actually Slow, Fix It, Prove It

Three weeks on the request path that is hurting you: profiling under real traffic, the fixes as pull requests through your own pipeline, and the same load test before and after. The dashboards stay with you.

mt5-httpapi: MetaTrader 5 Running in Docker With a REST API Because MQL5 Can Go Fuck Itself
Containers / Python / Trading

mt5-httpapi: MetaTrader 5 Running in Docker With a REST API Because MQL5 Can Go Fuck Itself

MetaTrader 5 only runs on Windows. The official Python library only works on Windows. The MQL5 scripting language is a C++ knockoff from 2005 that makes you want to gouge …

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