PinnedPublished inAnalytics VidhyaMovie Recommender using Collaborative FilteringEverywhere we go online nowadays seems to be followed by something like “your top picks” or “based on your previous…”; these Netflix…Jan 26, 2021Jan 26, 2021
PinnedPublished inAnalytics VidhyaMask Detector w/ FastAI and Streamlit SharingIntroductionDec 11, 2020Dec 11, 2020
Published inNerd For TechUnderstanding Transformer Architecture: The Backbone of Modern NLPAn introduction to the evolution of NLP models architectures.Jun 14Jun 14
Published inNerd For TechOptimizing FLAN T5: A Practical Guide to PEFT with LoRA & Soft PromptsFine-tuning large language models, crucial for adapting these models to specific tasks and enhancing their performance. The traditional…May 24May 24
Published inNerd For TechShifting Gears: A Journey from Serverless Framework to SSTComparing Serverless Framework’s two optionsApr 17Apr 17
Newspaper Chatbot (BellingChat?)This is a chatbot tailored for the news organization, Bellingcat. I use ChromaDB in the context of fine-tuning a custom Large Language…Mar 1Mar 1
Published inAnalytics VidhyaMovie Review Sentiment Analysis w/ RNNsAccording to IMDb, it has over half a million movie titles and almost 5.5 million user reviews, with each of these reviews is a 1–10…Mar 28, 2021Mar 28, 2021
