Ammar-Amjad
Data Scientist - Data Engineer @ IBM | Building ETL's that Power IBM's Data Infrastructure
University of FloridaSan Diego, CA, USA
Pinned Repositories
Adversarial-Attack-Defenses
Research repo on adversarial attack defenses in ML. Includes analysis on robustness techniques using Fashion-MNIST dataset & a CNN model. Key findings & future directions enclosed.
Ammar-Amjad
Ammar Amjad Portfolio
Ammar-Amjad.github.io
Autonomous-Vehicle-Tagging
Bitcoin-Miner
Bitcoin-Miner is an Erlang-based mining system, utilizing local & remote workers for user-defined bitcoin zeros mining. Displays relevant stats and messages. Ideal for distributed networks.
CCTP
Crypto-currency trading bot using news sentiment analysis & technical indicators like SMA. Automate crypto-trading based on sentiment and indicator signals
Chord-Simulator
Erlang-based simulation of Chord P2P system for analyzing convergence hops. It correctly forms the Chord, calculates avg. hops for requests.
ReputationBlockchain
Reputation-Blockchain innovatively addresses the blockchain trilemma: scalability, security, and decentralization. We propose a hybrid blockchain structure comprising a global blockchain and multiple regional ones. A reputation-based consensus mechanism incentivizes miners to join regional chains, coupled with a geo-based layer-2 solution.
Twitter-Clone
An Erlang-based Twitter simulation showcasing live tweet delivery, user registration, tweeting/retweeting, and subscription features. Tests performance metrics and simulates user disconnection/reconnection.
Urdu-Abstractive-Summarization
Explore our PyTorch & Transformers-based Urdu Summarization model. Contains step-by-step guide for preprocessing, training, and evaluation using ROUGE scores.
Ammar-Amjad's Repositories
Ammar-Amjad/ReputationBlockchain
Reputation-Blockchain innovatively addresses the blockchain trilemma: scalability, security, and decentralization. We propose a hybrid blockchain structure comprising a global blockchain and multiple regional ones. A reputation-based consensus mechanism incentivizes miners to join regional chains, coupled with a geo-based layer-2 solution.
Ammar-Amjad/Adversarial-Attack-Defenses
Research repo on adversarial attack defenses in ML. Includes analysis on robustness techniques using Fashion-MNIST dataset & a CNN model. Key findings & future directions enclosed.
Ammar-Amjad/Ammar-Amjad
Ammar Amjad Portfolio
Ammar-Amjad/Ammar-Amjad.github.io
Ammar-Amjad/Autonomous-Vehicle-Tagging
Ammar-Amjad/AWS-Cloud-Resume-Challenge
Ammar-Amjad/Bitcoin-Miner
Bitcoin-Miner is an Erlang-based mining system, utilizing local & remote workers for user-defined bitcoin zeros mining. Displays relevant stats and messages. Ideal for distributed networks.
Ammar-Amjad/CCTP
Crypto-currency trading bot using news sentiment analysis & technical indicators like SMA. Automate crypto-trading based on sentiment and indicator signals
Ammar-Amjad/Chord-Simulator
Erlang-based simulation of Chord P2P system for analyzing convergence hops. It correctly forms the Chord, calculates avg. hops for requests.
Ammar-Amjad/cnn_assignments
Convolutional Neural Networks Assignments
Ammar-Amjad/course-nlp
A Code-First Introduction to NLP course
Ammar-Amjad/Gossip-Simulator
An Erlang-based implementation of Gossip and PushSum algorithms for different topologies: 2D, Full, Imp3D, and Line. It also explores the real-world scenario of node dropouts by simulating a percentage of randomly disabled nodes. The maximum supported nodes and their performance times are documented for each topology and algorithm.
Ammar-Amjad/REBA
Real-Time Electric Bill Analysis
Ammar-Amjad/Twitter-Clone
An Erlang-based Twitter simulation showcasing live tweet delivery, user registration, tweeting/retweeting, and subscription features. Tests performance metrics and simulates user disconnection/reconnection.
Ammar-Amjad/Urdu-Abstractive-Summarization
Explore our PyTorch & Transformers-based Urdu Summarization model. Contains step-by-step guide for preprocessing, training, and evaluation using ROUGE scores.
Ammar-Amjad/CovidDashboard
Ammar-Amjad/DYH-Reproducibility-in-Deep-Learning-Research
Ammar-Amjad/Leetcode
Ammar-Amjad/Matrix-Rotation---HackerRank
Ammar-Amjad/MRI-Segmentation