// the story
并行的弧线。
数学、代码、计算机科学与 Web 在我的头脑中一同成长——彼此磨砺。我获得了 应用数学学士 （大不里士大学），一位 应用信息学硕士 在伊斯坦布尔理工大学（GPA 3.94/4.00），以及一个 博士候选人资格 在那里的信息与通信工程领域——同时自学编程和用机器学习思考。数学启发了代码；代码让数学成真。
这门学科从来不是背公式——而是把一个混乱的真实问题分解成你真正能解的方程。微分方程、线性代数和概率成为我阅读每个数据集和网络的语法，而编译器是我用来检验句子的铅笔。这一条线索——从抽象证明到可运行的软件——贯穿从分子模拟到 LLM agent 的始终。
Math never waited for the code, and the code never waited for the math. They arrived together and stayed together — one continuous, intertwined thread from the very start.
— the through-line · BSc → MSc → PhD → the work
这门 discipline 从来不是背公式——而是把一个混乱的真实问题拆解成你真正能解的方程。
— applied mathematics · University of Tabriz
Don't just fit the curve — model the mechanism.
— molecular dynamics · TÜBİTAK, F876L resistance story
Vision
Intelligence from molecules to neurons to agents — one unbroken thread. Mathematics, science, and agentic AI grown together, and shared as I build.
Mission
Build LLMs and agentic AI that don't just answer — they act. From first-principles ML to coordinated swarms of agents, ship systems, not notebooks.
Philosophy
Reduce a messy, real system to a model you can trust. Respect the physics, model the mechanism — don't just fit the curve. Math and code arrived together and never waited for each other.
The Goal
Coordinated swarms where emergence echoes the brains I studied — resilience, parallel exploration, and answers that come from collective reasoning rather than one model's guess.
引擎
三个章节，一条主线
这个故事所依托的支柱——以及我至今仍在使用的引擎。
01
From Proofs to Physics
The Mathematician & Scientist
Applied mathematics, molecular dynamics, and the F876L resistance story. The discipline of decomposing a messy, real problem into equations you can actually solve.
02
Connectomics as Graph Theory
The Neuroscientist
Super-resolution for the most complex known graph — predicting high-resolution brain graphs from sparse, noisy observations. Open data, released to the community.
03
From ML to Swarms
The Agent Builder
From-scratch ML → federated learning → agents. Today: LLM systems end to end, and a working thesis that emergence echoes the brains I studied.