Yoni Gottesman

Apr 14, 2025
A Minimal Agent to Explore Mimic-III Dataset
Building a Framework-Free SQL Agent for Exploring MIMIC-III Medical Data with Vector-Based Query Retrieval.
Jan 10, 2025
Distill TotalSegmentator with Monai and Keras 3
Distilling TotalSegmentator using Monai with Keras 3's PyTorch backend.
May 13, 2024
Mask Your User Tokens
While finetuning your llm on conversational datasets you should ignore the user tokens!
Aug 10, 2023
Extractive Question Answering with Generative Models
How to ensure your LLM generates answers as direct substrings from a given context, avoiding hallucination
Mar 11, 2023
Understand Diffusion Models with VAEs
In this post, I aim to provide a simplified understanding of diffusion models by drawing parallels with variational autoencoders (VAEs).
Jan 20, 2023
Interpretable ECG Classification With 1D Vision Transformer
Interpretable ECG Classification With 1D Vision Transformer
Jun 11, 2022
SimCLR Multi GPU with Tensorflow
Implement SimCLR on multiple gpus
Feb 4, 2021
Mini CI/CD for Personal ML Projects
Add github-actions to your ML project to improve code quality and automate (FastAPI) aws deployment.
Nov 16, 2020
Controllable Generation with Fixed GANs
Controll the facial features of a fake image generated by a fixed WGAN only by moving around the latent space in the right direction.
Jul 3, 2020
Movie Recommender from Spark 3.0.0 to Elasticsearch
Train and serve a movie recommender using spark 3.0.0 mllib, factorization machines and elasticsearch
May 15, 2020
Deepfood - Image Retrieval System in Production
Build and deploy a food image retrieval system with pytorch, annoy, starlette and AWS Elastic Beanstalk
Feb 18, 2020
Movie Recommender from Pytorch to Elasticsearch
Train and serve a movie recommender from scratch using movielens, pytorch, factorization machines and elasticsearch