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Intro

I struggle but I know my way around deep learning 🧠.

My GitHub Repositories

Category Platforms Repositories
ML Privacy and Security
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Python Python Python Python * ambitious explorations over privacy attacks
* expolorations over privacy attacks
* poisoned output detection
* attack on a encrypted model in real space
* entropy motivated defenses of MIA
* information leakage and inference from cache traces
* machine unlearning
* fault in honey encryption
* simple adversarial attack
* simple poisoning attack
* literature review progress on secure inference
* collection of repo links related to ML-privacy
Radar and ECG Signal processing
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Python Python Python * radar vital signs project
* p5 based simulations of radar
* comparison of measurement performance between ECG and several Radar based algorithms
* ECG based HR detection methods
* ECG based BR detection methods
* ECG measurement system
* comparison of performance of ECG HR methods
* comparison of performance of ECG BR methods
* Matlab integration with Sense2Gol radar
Computer Vision
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Python Python Python Python Python * Gaussian Splatting
* COLMAP Installation
* SIREN Experiments
* PeopleNet Detection and Tracking
* simple NeRF
* MRI brain tumor classification and segmentation
* experiementation of image processing on MRI slices over U-Net performance
* brain MRI images condensation
* graph based MRI scan segmentation
* Xception interpretability
* occlusion prevention in YOLOv5 model
* opencv based violonist assistant
* detectron2 based object detection
* my image processing course work
* edge smoothing
* spectrogram based urban sound classification
* Autoencoder denoising
Natural Language Processing
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Python Python Python * text summarization
* textual toxicity ranking
* sentiment classification via BERT
* plagarism remover
* BERT based grammatical correction classification
* sentence Modelling using Matrix Factorization and RNN
* finding candidate journal from large bibtex file
Chemical Sequence Analysis
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Python Python Python * protein-protein interaction Classification
* SMILE string classification
Brain Connectivity Analysis
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Python Python Python * SSA implementations
* EEG visualization
* GAN based Structural Connecitivty data variations
Accelerometer and ML
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Python Python Python Python * sparsity based accelerometer spectrogram classification
* simple compressed sensing
* spectrogram based human activity recognition
* gym Trainee accelerometer dataset under different workouts
* measuring training capacity of gym trainees using alexnet and spectrograms
* estimating moods of gym trainees and counting reps using accelerometer spectrograms
COVID-19 and ML
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Python Python Python Python * compartment model identification using SINDy
* Attention based SIQRD parameter estimation and Data driven policy determination for control of infection spread
* Image processing, Mathematical modelling and NLP based gathering insights from COVID-19 literature
* collect daily COVID-19 statistics in Korea using API
* COVID-19 symptom severity classification
* Simulations of hypothetical SEQIHRD model
* Simulations of hypothetical SVEQIHRD model
Interferometry and ML
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Python Python Python * self-mixing interferometry displacement parameter estimation
Miscallaneous ML
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Python Python Python Python * music genre classification using CNN-LSTM
* comparison of simple and Q-learning based link prediction in graphs
* deep learning estimation of amplitude and frequency of target from self-interferometric signal
* actor-critic based stocks trader
* Probabalistic neural network using KNIME
* sales forecasting using deepXF
* forecasting via extreme learning
* breast cancer classification using random forecast
* MATLAB breast cancer classification
* drug prescriber deployment on Azure
* Autoencoder LSTM based power consumption forecasting
* LSTM based bitcoin price forecasting
App and Web Developement
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Python Python Python Python Python Python * contact tracing flutter app-version 1
* contact tracing flutter app-version 2
* contact tracing flutter app-version final
* basic HTML-CSS page workout
* Android Kotlin project for visualization COVID-19 statistics via API
* Android Java project to access and display sensor values
* nodjs based twitter follower hiearchy
* flutter based directed graph construction of a person contact with different places
* time-otp based flutter project
* streamlit based login/signup page
* nodejs based anonymization of csv containing GPS data
* flutter project to store texts in local storage while in background on Android
* nodejs api for converting coordinates to distance
* nodejs and mongdb based login/signup api that can send emails to db contacts
* flutter app that collects gps data and stores it in hivdb, and it can upload the db data as csv file to a rest api
* android project for login/signup page
* flutter project that can perform all login/signup tasks and also has qr scan functionality
* nodejs based csv manipulation
* referece html frontends
* nodejs and html absed web app with GUI for login, register and can send emails (for OTP verification)
* flutter project that can generate and store data in csv, in background, and can also produce notifications
* flutter app that stores data in hive db
* flutter project for storing data in hivedb in anonymized manner(encrypted)
* flutter becaon transmitter and reciever
* flutter transmit beacon in background
* flutter based rolling BT beacon ID transmission
* flutter project for working with CSV
*flutter project that transmits and recieves BT UUID and stores them in CSV

Spider Man's Projects

appcovidv1 icon appcovidv1

This repo is a progress flutter project for contact tracing app, as part of KAU, CCR Lab project

attention_siqrd icon attention_siqrd

This repo is the code for the paper, titled "Attention based parameter estimation and states forecasting of COVID-19 pandemic using modified SIQRD Model".

bert_cola icon bert_cola

BERT model for classification of grammatical correctness of CoLA dataset

cache_trace_analysis icon cache_trace_analysis

A study of deep learning based classification of input variables of program using data- and instruction-cache traces, as well as detection of leakage of information through programs via differential analysis

covid_review icon covid_review

This repo is the code used in this review paper: Khan, JunaidIqbal, et al. "Artificial Intelligence and Internet of Things (AI-IoT) Technologies in Response to COVID-19 Pandemic: A Systematic Review." IEEE Access (2022)

create_flowchart icon create_flowchart

flutter project that shows a directed graph show which places the person has been in contact with

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