about (MAGI system status: operational)

hello, i'm dogukan & i really love neon genesis evangelion...

i research level 3, large-scale biological foundation models, high-performance biological simulators & sharding infrastructure for ai/bio supercomputing. my research focuses next-gen biomolecular simulation frameworks & distributed ai architectures for computational biology.

following an extensive exploration across various disciplines, i've focused my endeavors on superhuman-level reasoning in synthetic biology and heterogeneous computing platforms for large-scale biomolecular simulations.

currently, i'm working on agentic biocomputer for biolog and fusing level 3 system thinking with accelerated molecular dynamics simulations.

current research focus

01. supersimulators.
developing multi-scale molecular thermodynamic simulators, utilizing transformer-based biological foundation models for protein science, implementing non-equilibrium thermodynamic computing algorithms & designing protocols for protein-protein interaction prediction & conformational dynamics.

02. distributed computing. adaptive sharding.
researching adaptive sharding processes with fault-tolerant collective communication mechanisms & heterogeneous compute orchestration. implementing dynamic compute balancing for bio-simulation workloads using custom MPI/CUDA subroutines & distributed tensor parallelism.

03. tensors. ai kernels. foundation models. distributed agent systems.
custom CUDA kernels for molecular force field calculations & implementing multi-agent systems for automated Level 3 capabilities into the simulators.