WaniaKhance
Tech Enthusiast 😀 | Data Scientist 👩💻| Machine Learning Researcher | MSc Green Networking and Cloud Computing 👩🎓 | Computer Engineer 🥈
Pakistan, France, UK, Sweden
Pinned Repositories
Advance_Prediction_of_Electricity_Consumption_UK
In this project, an analytical approach on the large dataset is applied for advance prediction of average household electricity consumption located in different regions of United Kingdom. Several machine learning models are implemented and compared for the prediction analysis. This project also involves an estimation of the expected emission of CO2 in the environment using deep learning modelling based on the predicted usage of electricity.
Arctic-Challenge-Hackathon
A Hackathon focusing on Blockchain, 5G, Lora WAN, IoT Platform, Edge Computing, Information security and more held in Skelleftea, Sweden. Worked on a sound challenge where the noise level in the room is identified.
Big-Data-Analysis-Using-Apache-Spark
In this experiment, we have performed a word count program using spark by following MapReduce paradigm in big data. Apache Spark™ provides a multi-language engine for executing programs on single-node machines or clusters.
Cloud-Computing-on-AWS
This project consists of practical labs of cloud computing performed during the course of cloud services in Master studies.
Cozy_Room_App
IoT school project, sensing data using arduino, publish it in a MQTT broker, adquire the data using Node-Red and Posting it in MongoDB, provide a website and a restAPI
Design4GreenHackathon
A 48-hour non-stop digital eco-design challenge for students and professionals with computer knowledge. This project is completed by a group of 5 students of EMJMD GENIAL Programme.
Face_Detection_using_ROS_Services
In this project, we described a system which is capable of detecting faces in the images. This system design is based on server-client communication that requires request / reply interaction.
flink
Apache Flink
Real-Time_Data_Center_Energy_Management
This project is Master thesis research conducted at ENEA Portici Research Center, Italy. The data is obtained from the HPC CRESCO6 cluster at ENEA Portici Research Center. The aim is to identify energy consuming areas within the data center. In this project, real-time dataset from ENEA Portici Research Center is used. There are several techniques implemented including big data analytics and AI technology.
Smart-Glove-Sign-Language-Translator
In this project, we have developed 'Smart Glove' - a sign language translator. It consists of both hardware and software modules for translation and prediction analysis. We perform real-time translation of hand gesture into speech and text. In this project, we have used different machine learning models for prediction analysis including KNN, SVM, Decision Tree, Naive Bayes, Random Forest and Logistic Regression.
WaniaKhance's Repositories
WaniaKhance/Smart-Glove-Sign-Language-Translator
In this project, we have developed 'Smart Glove' - a sign language translator. It consists of both hardware and software modules for translation and prediction analysis. We perform real-time translation of hand gesture into speech and text. In this project, we have used different machine learning models for prediction analysis including KNN, SVM, Decision Tree, Naive Bayes, Random Forest and Logistic Regression.
WaniaKhance/Real-Time_Data_Center_Energy_Management
This project is Master thesis research conducted at ENEA Portici Research Center, Italy. The data is obtained from the HPC CRESCO6 cluster at ENEA Portici Research Center. The aim is to identify energy consuming areas within the data center. In this project, real-time dataset from ENEA Portici Research Center is used. There are several techniques implemented including big data analytics and AI technology.
WaniaKhance/Advance_Prediction_of_Electricity_Consumption_UK
In this project, an analytical approach on the large dataset is applied for advance prediction of average household electricity consumption located in different regions of United Kingdom. Several machine learning models are implemented and compared for the prediction analysis. This project also involves an estimation of the expected emission of CO2 in the environment using deep learning modelling based on the predicted usage of electricity.
WaniaKhance/Arctic-Challenge-Hackathon
A Hackathon focusing on Blockchain, 5G, Lora WAN, IoT Platform, Edge Computing, Information security and more held in Skelleftea, Sweden. Worked on a sound challenge where the noise level in the room is identified.
WaniaKhance/Big-Data-Analysis-Using-Apache-Spark
In this experiment, we have performed a word count program using spark by following MapReduce paradigm in big data. Apache Spark™ provides a multi-language engine for executing programs on single-node machines or clusters.
WaniaKhance/Cloud-Computing-on-AWS
This project consists of practical labs of cloud computing performed during the course of cloud services in Master studies.
WaniaKhance/Cozy_Room_App
IoT school project, sensing data using arduino, publish it in a MQTT broker, adquire the data using Node-Red and Posting it in MongoDB, provide a website and a restAPI
WaniaKhance/Design4GreenHackathon
A 48-hour non-stop digital eco-design challenge for students and professionals with computer knowledge. This project is completed by a group of 5 students of EMJMD GENIAL Programme.
WaniaKhance/Face_Detection_using_ROS_Services
In this project, we described a system which is capable of detecting faces in the images. This system design is based on server-client communication that requires request / reply interaction.
WaniaKhance/flink
Apache Flink
WaniaKhance/Heart-Disease-Prediction-System-using-Machine-Learning
A heart disease prediction system based on supervised learning algorithms: Random Forest (RF), Decision Tree (DT) and regression models: Linear Regression and Random Forest regression is implemented.
WaniaKhance/Live_Weather_Update_Using_OpenWeatherAPI
In this project, we developed a system design which provides users an access to check current weather update of any city locating in UK using OpenWeatherAPI. To get current weather information, we are performing API Call to https://openweathermap.org/current using an API key.
WaniaKhance/London_Live_Weather_Update_using_ROS_Launch
In this project, we have developed a same system as given in chapter one but with the use of ‘Launch’ feature of ROS. Launch files provide a convenient way to start up multiple nodes and a master, as well as other initialization requirements such as setting parameters. Also it automatically start roscore if it detects that it is not already running.
WaniaKhance/Measuring_Unit_Conversion_using_ROS_Parameters
In this project, we developed a system for conversion from one measuring unit to another. This method allow users to convert amount from pound to kilogram using ROS parameter. It also allow user to change the conversion rate from parameter file (param.yaml) to get desired output.
WaniaKhance/Network-Programming_Mini-Project
This project is completed by a group of 5 students of EMJMD GENIAL Programme. It involves the implementation of a system that can handle a need for two or more clients to communicate anonymously over a public publish-subscribe system.
WaniaKhance/Robot_Navigation_Towards_Goal_using_ROS_ActionLib
In this project, we described a system which allows robot to navigate through the environment in order to reach its goal. This system design is based on action server and action client communication via a ‘ROS Action Protocol’.
WaniaKhance/WaniaKhance
A self introduction for the audience of github.