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35 followers · 21 following

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Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: QuickdrawAchievement: Arctic Code Vault ContributorAchievement: StarstruckAchievement: Pull Sharkx3

Achievements

Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: QuickdrawAchievement: Arctic Code Vault ContributorAchievement: StarstruckAchievement: Pull Sharkx3

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raeidsaqur/README.md

🗨️ I'm a 5th year Computer Science PhD (C) at the Dept. of Computer Science, University of Toronto (UofT) - currently in the process of finalizing my thesis.

👋 Quick Updates

Fall 2024: I am visiting the Mathematical Institute, University of Oxford and the Oxford-Man Institute (OMI) for Quantitative Finance for the Michaelmas term (Fall semester) 2024.

I aim to build on the recent collaborative work on Stochastic Filtering-Based online filtering of a mixture of LLMs and tackle the associative challenges of: (i) consuming massive online spatio-temporal data by LLMs in real-time (representation learning (RepL)); (ii) dynamically mixing the outputs from any arbitrary mixture of heterogeneous experts (or, colloquially, agents or an agentic system) optimally.

Winter 2024: I am co-instructing CSC401: Natural Language Computing (cross-listed with grad CSC2511) this semester (Winter 2024).

🧑‍💻 Research Please see selected publications here

👨‍🏫 Teaching I have co-instructed the cross-listed CSC2511/CSC401: Natural Language Computing course [website] [W23 video series], [W24 video series] at UofT for the past 3 iterations (W22, W23, W24) covering topics in Natural Language Processing (NLP), Large Language Models (LLMs), Automatic Speech Recognition (ASR), GMM-HMMs, Dynamic Programming (DP) etc.

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  1. TaatiTeam/OCW TaatiTeam/OCW Public

    Code accompanying the paper "Large Language Models are Fixated by Red Herrings: Exploring Creative Problem Solving and Einstellung Effect using the Only Connect Wall Dataset"

    Jupyter Notebook 9 1

  2. mgn mgn Public

    Multimodal Graph Network (MGN): Code repo, examples from the paper

    Python 23 4

  3. CapsGAN CapsGAN Public

    Capsule GAN: Unsupervised representation learning with CapsNet based Generative Adversarial Networks

    Python 57 7

  4. HomeKitAggregator HomeKitAggregator Public

    Homekit aggregator app, builds on top of Apple's kitchensink homekit app and adds universal aggregation capability utilizing RSHomekit framework.

    Swift 1 1

  5. RSHomekit RSHomekit Public

    An Objective-C based utility abstraction / scaffolding for iOS HomeKit. #IoT

    Objective-C 1

  6. springboot-python-microservices-amqp springboot-python-microservices-amqp Public

    Exploring inter-services communication using AQMP brokers like RabbitMQ among python and Java based microservices.

    Java 4 1