Following are the two papers that I have published in my academic period:<ul><li>Sentiment Analysis on Products Using social media (Jour of Adv Research in Dynamical &amp; Control Systems, Vol. 10, 02-Special Issue, 2018) - <a href="https://www.jardcs.org/backissues/abstract.php?archiveid=2905" target="_blank">https://www.jardcs.org/backissues/abstract.php?archiveid=2905</a></li><li>Comparison of Classification Algorithms on Twitter Data Using Sentiment Analysis (Volume 9, No.5, September - October 2020, International Journal of Advanced Trends in Computer Science and Engineering) - <a href="https://doi.org/10.30534/ijatcse/2020/179952020" target="_blank">https://doi.org/10.30534/ijatcse/2020/179952020</a></li></ul>

<ul><li>Designed and architect Data collection module using survey CTO and performed ETL using python for International Vaccine Institute (IVI). </li><li>Designed and architect Data collection module of Local Level Government Survey using Kobo Toolbox for International Organization of Migration (IOM). </li><li>Train and support staff in tasks related to data collection, surveys, assessments, and overall data management activities. </li><li>Identify gaps on data and information relevant to the programme implementation and contribute to the preparation of project proposals aiming to address such needs</li></ul>

Data Consultant (PART TIME)

<ul><li>Involved in requirements gathering and the concept design phase of the projects.</li><li>Developed time series model to forecast merchants and users acquired, interbank transactions and QR transactions.</li><li>Performed Exploratory Data Analysis and identify data transformation and data quality needs for targeted applications.</li><li>Performed analysis and build engine for cross selling various target segments, Customer Segmentation Module and Switch Analytics.</li><li>Collection of data through campaigns using cross selling rule engine and analyzing the output to create label data for predictive analytics. These data were then feed into ML models to create prospects for product cross selling through campaigns.</li></ul>

Data Scientist

<ul><li>Developed time series model to forecast E-SEWA airlines ticket sales and integrating it with the in-house business intelligence tool.</li><li>Created Change Data Capture (CDC) and complex Extract Transform Load (ETL) scripts for filling various business requirements using Pentaho. </li><li>Created Data Provisioning layer and scripts to provision data to downstream systems.</li><li>Scripting using python language algorithms such as forecasting, classification, clustering, regression, decision tree and correlation. </li><li>Created data warehouse and developed automation application for Extenso Business Intelligence (XBI) which is a web based BI application. </li><li>Project and data governance including standardization of metadata, processes, and code reviews.</li></ul>

Associate Software Engineering

XBE provides scalable and robust data warehousing- Xware. Xware is empowered by metrics from ETL/ELT that are readily consumable for decision making. The warehouse is built on need basis and variations involve RDBMS systems, NoSQL systems, Data lakes, Distributed databases, etc. Various data marts are designed, as per each data analytics solution or as a result of each data analytics solution. On top of XBE Client should have options to get several Data Analytics solutions such as XBI, CMNGR, and Engines.

eXtensoData Banking Enabler (XBE)

Prastut Sapkota

Business Risk Index (BRI) is a risk management tool that measures the creditworthiness of a business entity by measuring transactional behavior in the banking and financial system. Transactional behavior is measured in terms of organic business activity, business volatility, weekly and monthly behavior, performance relative to other businesses in specific industry class and the entire network, customer concentration, and other business information.

Business Risk Index (BRI)

Smart Notify Systems (SNS) is an intelligent system that provides readily consumable insights as in-app notifications customized to each individual user. The smart system recognizes the niche market of the company and provides tailored notification to the consumers.

SMART Notification System (SNS)

Campaign Manager (CMNGR) is equipped with tools to ensure an omnichannel approach via the usage of SMS, Viber, phone calls, and email to create and collect various touchpoints in the customer journey. Consequently, customers are provided with a service that feels personal, customized to their unique needs, and make them empowered in their decision-making.

eXtensoData Campaign Manager (XCM)

Xware provides a scalable and robust data warehousing platform empowered by metrics from ETL/ELT that are readily consumable for decision-making. The warehouse is built on a need basis and variations involve RDBMS systems, NoSQL systems, Data lakes, Distributed databases, etc.

eXtensoData Warehouse (XWare)

eXtenso Business Intelligence (XBI) is a tool for business storytelling. It is a visualization tool that consumes crude data and actionable insights from Xware and Data Marts of various Engines for immediate decision making and transferring insights to value for the client.

eXtensoData Business Intellegence (XBI)

You can find the list of all the projects that I have been involved in.

All the projects that I have been involved in

English (British)

Prastut Sapkota is a Data Scientist with 3 years of experience leveraging Statistical Modeling, Data Processing, Data Mining, and Machine Learning algorithms to solve challenging business problems on predictive analytics, time series, and computer vision. Prastut is also a skilled Python Developer with experience in data visualization using tools like matplotlib, plotly, and experienced with building machine learning models, data wrangling and data integration.

Prastut Sapkota

Employment Highlights

Education Highlights

Portfolio

eXtensoData Banking Enabler (XBE)

Business Risk Index (BRI)

SMART Notification System (SNS)

eXtensoData Campaign Manager (XCM)

eXtensoData Warehouse (XWare)

eXtensoData Business Intellegence (XBI)

eXtensoData Banking Enabler (XBE)

Business Risk Index (BRI)

SMART Notification System (SNS)

eXtensoData Campaign Manager (XCM)

eXtensoData Warehouse (XWare)

eXtensoData Business Intellegence (XBI)