Max Planck Institute for Brain Research · Frankfurt
Unsupervised synapse clustering via contrastive learning on 3D EM data. Cell classification using Vision Transformers Prof. Gilles Laurent.
2024 – present
Hamrahe Aval (MCI), R&D · Tehran
TTS and speech emotion recognition for the GITEX exhibition. Product manager for the Persian-Interactive Dog Robot.
2023 – 2024
University of Tehran · Dept. of CS & EE
Led four AI medical imaging research teams. Assisted in Statistical Inference and Artificial Intelligence courses.
2023 – 2024Payame Noor University · Ardabil
Data Structures, Algorithms, AI, and Operating Systems labs and assessments.
2020 – 2023SpikeReg: A Spiking-UNet for Iterative Deformable Brain Image Registration
LiquidReg: An Adaptive ODE Engine for Deformable Registration
Deep Learning Methods for Deformable Brain MRI Registration: A Systematic Review
3D synapse analysis from electron microscopy data via contrastive learning (MPIBR).
Deformable brain image registration using Spiking Neural Networks — energy-efficient alternative.
Deformable registration via Liquid Time-constant Networks and continuous-time ODE solvers.
3D nuclei classification from microscopy images using deep learning pipelines.
Persian speech emotion detection using the Shemo database.
BERT-based NLP model for mental health monitoring on social media.
University of Tehran · 2023–2025 · 17/20
Thesis: SpikeReg — A Spiking-UNet for Deformable Registration
Payame Noor University · 2020–2023 · 16.5/20
Farhangian University · 2017–2021 · 17.5/20
Full synthesis of Neil Lawrence's GP lecture — from Laplace's Demon and the philosophy of probability, through kernel functions and conditioning, to non-Gaussian likelihoods and parameter optimization.
Currently studying and synthesizing additional lectures.