Work

PyTorch training of ResNets to estimate ∇_σ log p(x,σ) for adaptive noise schedules in diffusion models.

Unified toolkit for FID, Inception Score, sFID, Precision, Recall, and FD_DINOv2, with automatic reference downloads.

Custom bilateral matrix layers that squeeze MNIST, CIFAR, and Fashion-MNIST inputs toward target shapes.

Four interpolation methods (linear, power, exponential, rho) for noise schedules and parameter curves, PyTorch-compatible.

Iterative denoising of CIFAR-10 images by maximizing log-probability with pretrained EDM models.

Closed-form ideal denoiser (EDM equation 57) with CIFAR-10 experiments and visualizations.

ResNet-18 pipeline that estimates Gaussian noise levels in CIFAR-10 images, with modular configs and a unified CLI.

A working collection of image-denoising experiments in Python.

Draft notebooks extending inverse heat dissipation generative models, following AaltoML.

Notebooks and plots for univariate and multivariate Gaussians, aimed at building intuition.

Smooth interpolation between discrete points with weighted Gaussian functions, in PyTorch.

A searchable Persian glossary of AI terms, based on Wikipedia’s glossary of artificial intelligence.

Zero-dependency Python tool that turns LaTeX .bbl files into .bib entries with automatic type detection.

An interactive Three.js galaxy, generated from a single prompt — kept here as a lab, not as research.

A Delphi sketch that walks the decimal digits of irrationals as a 2D path, compared with random digits.

Delphi pitch-shifting with live waveform display. Provincial winner, 4th Kharazmi Young Festival.

Delphi for .NET demo: microphone in, windowed FFT transformations, modified voice out.

Diphone synthesis from Finglish (Persian in Latin script). Sharif Business Plan Competition winner, 2007.

B.Sc. thesis system: Delphi, IntraWeb, ADO. Listings, roles, search, and agency pages.

Classic sliding puzzle in Delphi, around 2002, with a configurable grid.