Madhurima Basak Email and Phone Number

• To forecast the House Price Index for Singapore: o Developed forecast model like ARIMA, SARIMA, ARIMAX in different scenarios for different regions of Singapore.• To create Asset Pool for Islamic Banking :o Extraction of raw data using SQL and performing Exploratory Data Analysiso Involved in Data Cleaning, Feature Engineering and Feature Selection based on Banking domain knowledge and statistical techniqueso Built Unsupervised Learning Model – K-prototype and K-mode

o Implementation of from scratch MLP, CNN, Auto-Encoder with Iris dataset and Digit Dataseto On Wine dataset and two simulated dataset analyze the performance of the supervised learning techniques (LDA, QDA, RDA, SVM) and unsupervised learning algorithms (k-means clustering, DBSCAN, OPTICS, Neural Networks)o On Cardiotocography dataset supervised classification techniques used and analysis done on the results

o Recommender Systems– To evaluate the recommendations of new and existing users features supported by Samsung Personal Assistanto Churn Analysis–To evaluate the prediction of potential churnero User Satisfaction Prediction–Samsung’s Personal Assistant’s performance using Semi Supervised Learning

o To learn new Ontology and extract from existingo Update with the new Ontology

Responsible for SMW development using J2EE as per Business Requirement for Project of Company

o Understanding the basics of Verilog and System Verilogo Verification of LC3 microcontroller using System Verilog

o Understanding of basics of Networking and Network Architecture of College