PinnedSerj Smorodinskyin80–20-Hacking AIA scalable Zero shot intent classifierFlan-T5-Base as a fine tuned general classifier3 min read·Apr 17, 2024----
PinnedSerj SmorodinskyMLOps Without MagicSimple, effective and maintainable.9 min read·Aug 18, 2023----
PinnedSerj SmorodinskyPhilosophy of an Experimentation System — MLOPs IntroWhat project structure suits data-science “experiments”?6 min read·Apr 28, 2023----
Serj Smorodinskyin80–20-Hacking AIHacking AI ManifestoThe underlying truth is that people are capable of achieving amazing things.2 min read·Apr 23, 2024----
Serj SmorodinskyHugging Face + Keras: a Modern ApproachAudience — Keras (DL Pyton framework) users that are interested to improve their Hugging Face integration, improving computation time…5 min read·Sep 28, 2022----
Serj Smorodinsky#1 Python ML Dev TricksPip install like NPM|Symlink for Notebooks|Spacy en_core_web_sm5 min read·May 15, 2022----
Serj SmorodinskyinGeek CultureJournaling Your Bugs For Fun And ProfitHow documenting bugs can position yourself as a leader.4 min read·Apr 4, 2022----
Serj SmorodinskyError analysis using TF-IDF and common senseAudience for this post: ML/DL practitioners that are familiar with NLP and classification task. Error analysis is definitely worth for all…6 min read·Feb 19, 2022----
Serj SmorodinskyWow it’s a real boost of creativity to read this.Some thoughts about the different systems. Regarding System 1, I think that this can bring to a new trend of weighting samples in a dataset…1 min read·Oct 27, 2021----