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abideenml/README.md

👋 Hi, I'm Zain ul Abideen

I design, build, and operate machine learning systems that serve customers at scale. Currently, I'm an LLMs Consultant helping companies/labs/startups to seamlessly integrate ML into their infrastructure. My goal is to enhance customer engagement and maximize profitability through the strategic integration of machine learning solutions. Outside of work, I also...

  • 📝 Write about generative ai, machine learning systems, and engineering.
  • 📌 Curate papers, guides, and company blogs on how to apply machine learning.
  • 🪩 Discuss and Share about conferences, webinars on machine learning in industry.
  • 📬 Send a newsletter about generative AI, machine learning, and what I'm learning.
  • 🤖 Try to build an ML community on discord to share about research updates, medium blogs, conferences, webinars, and AI literature.
  • 🌱 In 2024 I'm learning: LLMs, Diffusion models, and Production grade scalable ML systems

📝 Recent Writing

View the archives (35 posts) @ zain.com.

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Pinned

  1. RealTime-StarRatingPrediction-with-AWSKinesis RealTime-StarRatingPrediction-with-AWSKinesis Public

    This repository contains an End to End Real time 🕰️ Machine Learning Pipeline to predict star ⭐️ rating of product reviews. This project uses AWS Sagemaker, Kinesis, Lambda, S3, Redshift, Athena, a…

    Jupyter Notebook

  2. Detecting-SocialEngineering-Attacks Detecting-SocialEngineering-Attacks Public

    Detecting ☎️ Telephone-based Social Engineering Attacks Using Document 📑 Vectorization (Doc2Vec, Universal Vector Encoder), Clustering (K-means, DBSCAN, EM) and Classification of Scam Signatures

    Jupyter Notebook 1 1

  3. End2End-Recommendation-Engine_ End2End-Recommendation-Engine_ Public

    🚀 End to End Movie Recommendation system built with NextJS, Flask, MySQL, TailwindCSS and AWS 🛸. Performs 📝 Content based, Collaborative and Neural Collaborative recommendations. --> Ongoing project

    TypeScript

  4. CustomerPersonalityAnalysis-with-KMeans-ACM-MS-DBSCAN CustomerPersonalityAnalysis-with-KMeans-ACM-MS-DBSCAN Public

    This repository contains the Personality Analysis 🧐 of customers of a Grocery store 🏬 with K-means, Agglomerative, Mean shift, DBSCAN clustering. Data preprocessing -> feature engineering -> visuza…

    Jupyter Notebook 1

  5. Kedro-MLops-pipeline Kedro-MLops-pipeline Public

    Churn Prediction with Kedro, Kedro-Viz, and Kedro-Mlflow ❄️ 👨. PowerBI Dashboard 📊 also included. Kedro🔗 https://kedro.org/

    Jupyter Notebook 2 1

  6. TransformerImplementationfromScratch TransformerImplementationfromScratch Public

    My implementation of the "Attention is all you Need" 📝 Transformer model Ⓜ️ (Vaswani et al.) in Tensorflow. (https://arxiv.org/abs/1706.03762)

    Jupyter Notebook