Dibyamshu Shrestha

AI Researcher

Austin, Texas, United States2 yrs 6 mos experience

Key Highlights

Improved recommendation accuracy from 15% to 50%
Winner of Business Analytics Expo Poster Competition
Presented at INFORMS and Open Data Science Conferences

Stackforce AI infers this person is a Data Engineer with strong skills in SaaS and healthcare analytics.

Contact

Skills

Core Skills

Data AnalysisMachine LearningSoftware DevelopmentData Engineering

Other Skills

Amazon RedshiftAmazon S3Apache SparkBig DataBig Data AnalyticsBusiness AnalysisCData MiningData WranglingElasticSearchEntrepreneurGrailsIdentity & Access Management (IAM)JavaMicrosoft Excel

Experience

Timeshare exchange company

Data Science Intern

Jan 2020 – Mar 2020 · 2 mos · West Lafayette, Indiana, United States

Collaborated with timeshare exchange company to develop a recommendation engine that integrates real time searchdata along with historical searches and bookings to recommend Resorts within 5 seconds
Implemented Tableau for EDA, Python for data cleaning, imputation & filtering and Matrix Factorization to sortResorts as per relevance; improved recommendation accuracy from 15% to 50%
Winner of 2020 Business Analytics Expo Poster Competition and Second Runner-Up of SAS Optimization Challenge
Selected to present the solution at INFORMS Business Analytics Conference (April 2020 at Denver, CO) and Open Data Science Conference East 2020 (April 2020 at Boston, MA)

PythonTableauData AnalysisMachine Learning

Purdue university daniels school of business

Graduate Teaching Assistant

Aug 2019 – Oct 2019 · 2 mos · West Lafayette, Indiana, United States

Teaching Assistant/ Grader for Business Analytics Course taken by 70 MBA students under Professor Mohit Tawarmalani

Deerwalk inc

4 roles

Software Engineer

Promoted

May 2018 – Apr 2019 · 11 mos · Kathmandu, Nepal

Java Developer at Deerwalk Analytical Services (DAS) (Back-end for Deerwalk's flagship product DeerwalkOne Plan Analytics)
Use of Java and ElasticSearch along with JavaApi of ElasticSearch for the development of new features and modification of existing features for DeerwalkOne Plan Analytics
Engineer tests and research methods to avoid ElasticSearch cluster failure at the production level to maintain high performance of the product
Modify previously implemented codes in Java to cope with growing data size and reduce the processing power required, resulting in company to purchase smaller processors in AWS

JavaElasticSearchSoftware Development

Associate Data Engineer

Aug 2017 – May 2018 · 9 mos · Kathmandu, Nepal

Import unstructured data (different layouts, format) from various clients into structured format from client's servers into standard database format for reporting
Analyzed US healthcare data (Eligibility, Medical, and Pharmacy) for gaps & integrity using SQL
Executed Data Wrangling and created Data Standardization Document (DSD) to provide logic for Data Pipeline

SQLData WranglingData Engineering

Summer Intern

May 2015 – Jun 2015 · 1 mo · Kathmandu

Worked in team of 5 to develop an Office Management Application
Conducted Quality Assurance Testing for the software

Summer Intern

May 2014 – Jul 2014 · 2 mos · Kathmandu, Nepal

Bugfix and implemented minor features in a Hospital Management Application
Coordinated between the Developer and Quality Assurance Team to communicate bug related issues