Fawaz Siddiqi
About Skills & Certifications Projects
| Recommendation System With A Restricted Boltzmann Machine Using Tensorflow

Code-pattern to walk through RBM based recommender system using TF

| Ballbalancer

Using TensorFlow and Unity ML to balance a ball in its position on a platform, while the platform is moving erratically

| Tovit

A COVID-19 toolkit | a one-stop-app with all the assets you would require to stay safe from COVID-19.

| Heartattackprediction

A notebook to make predictions for heart attacks in patients, focused on data transformation and a Random Forest Regressor

| Cancerdetectionaccuracy

Making training a machine learning model using SVM and outputting its accuracy. Made using sklearn datasets, and it is used to detect the type of cancer and its state

| Datasciencemethodology

Explore the different tasks of a data scientist, and learn how the tasks can help other roles within the data science methodology.

| Cp4d Banking Cross Sell

This is a CP4D demo asset that focuses on Up/Cross sells in the Banking industry focusing on targeting customer for the right products. In other words it predicts which customers are more likely to buy a specific product. This allows banking sector employees to determine what services their customers would be interested in.

| Cfc Water Ridgewood

The example Node-RED flows and dashboards can help you build a water quality dashboard using GeoJSON. After completing this tutorial, you will be ready to modify these example flows and dashboards to create your own map and data visualization solution.

| Carekit Hyperprotect Lab

CareKit is an open source framework that helps users better understand and manage their health by creating dynamic care plans, tracking symptoms, connecting to care teams, and more. CareKit itself doesn’t include a back end, so it’s up to the developers to include a back end of their choice. This typically means implementing the synchronization API for their cloud provider of choice. IBM was one of the first cloud providers to implement the synchronization API, and consumed the Hyper Protect set of offerings to provide a HIPAA-ready back end.

Housing Price Predictor

Involved data refinery and machine learning model to predict pricing of houses after a given set of inputs using Watson Machine Learning Service.

Watson WMLWatson StudioIBM Cloud

Data Insights

Created dashboards to visualize transport data to give insights on which types of transport are doing well, which need to be increased to optimize transport systems.

Watson WMLWatson StudioIBM CloudCognos

RecoHealth

A Blockchain based Health Record Management System which allows doctors and patients to view and share records through a blockchain network which consists of hospitals.

Hyperledger FabricBlockchain