alishbaimran

Attention-based-CNN-BiLSTM-Battery-SOH-Prediction

Attention-based CNN-BiLSTM for SOH prediction of lithium-ion batteries

Robotics-DDPG-HER

I use OpenAi Robotics environment Fetch to train a robot to lift, slide, move objectives to defined targets. I do this using Deep Deterministic Policy Gradients (DDPG) and Hindsight Experience Replay (HER) to do this.

Multi-Modal-Manipulation

We use self-supervision to learn a compact and multimodal representation of our sensory inputs, which can then be used to improve the sample efficiency of our policy learning. We train a policy in PyBullet (on the a Kuka LBR iiwa robot arm) using PPO for peg-in-hole tasks.

Pneumonia-Diagnosis-CNN-Model

I developed a Convolutional Neural Network (CNN) using the pre-trained Oxford VGG19 Network to detect whether a patient has pneumonia, both bacterial and viral, based on an X-ray image of their chest.

ggcnn

Arduino-Robot-Arm

The code implementation to my 4dof Arduino Robot arm, trained to Pick and Place different items using machine vision, MATLAB and an ANN algorithm.

CounterfeitMedicineApp

Using Hyperledger Fabric and Composer , I created an app where each user can create a 'channel', and this allows for simple transactions in a supply chain by allowing a group of participants to create partitioned ledgers for transactions. I will be building and deploying this app for the specific counterfeit medicine tracking application in the next few days.

-Protein-Structure-Prediction

Honestblocks

Using Blockchain to track medication in supply chain.

-Predicting-Bike-Sharing-Patterns-Neural-Network

I created an implemented a neural network from scratch to predict daily bike rental ridership.

alishbaimran

Personal Website.

ammorra

CNN-Dog-Breed-Classifier

I built my own CNN Algorithm that when given an image of a dog, is able to identify an estimate of the canine’s breed. If supplied an image of a human face, the code will identify the resembling dog breed.

data-structures-algorithms-python

This tutorial playlist covers data structures and algorithms in python. Every tutorial has theory behind data structure or an algorithm, BIG O Complexity analysis and exercises that you can practice on.

flax-resnet

GAN-Face-Generation

I used a GAN network to generate new images of faces that look as realistic as possible!

image_translation

newwebsite

nodejs-weather-app

I've been working on web development. This is a website I made that makes API calls and responds to the client in real time! You can enter any location into the search bar and get the real-time weather.

protein-bi-encoder

Protein-Structure-Prediction

Redox-Prediction

resnet-pytorch

RNNs-tv-script-generation

In this project, I generated my own Seinfeld TV script using RNNs. The Neural Network will generate a new ,"fake" TV script, based on patterns it recognizes from the training data.

Sentiment-Analysis-Model

I developed a Recurrent Neural Network (RNN) using PyTorch and SageMaker to create a Sentiment Analysis Web App.

Solid-Pod

Solid is a new decentralized web created by the inventor of the web, Tim Berners-Lee. Working with TD Bank, I built an app with Solid for logging in, out and reading data from a Solid pod.

test

updatedpersonalwebsite

Vision-Arm

Website for my smart prosthetic arm project.

Voltx-Website