Manvi Lather
Summary
Big Data enthusiast with 4+ years of experience in Data Engineering, Predictive Modeling, Data Analysis, and Database Management. Proven expertise in framing, analyzing, finding insights, and recommending data-driven strategies to solve business problems. Flexible to learn and work on various tools/technologies to cut costs, increase revenue, and improve efficiency.
Overview
8
8
years of professional experience
Work History
Software Engineer
Homecare Homebase
05.2022 - Current
- Successfully led a Salesforce-driven Proof of Concept (POC) to integrate Skilljar data into the data warehouse, showcasing enhanced data access and analytics potential. Collaborated with cross-functional teams to design and execute a data mapping and transformation strategy, providing actionable insights for data-driven decision-making.
- Developed a predictive model for identifying transfer in facility for home care patients, optimizing facility allocation and resource management to enhance patient care and reduce operational costs
- Developed a predictive model for identifying hospice patient candidates in home health services.
Graduate Teaching Assistant
University Of North Texas
10.2021 - 05.2022
- Checked assignments, proctored tests and provided grades according to university standards.
- Mentored students through office hours and one-on-one communication.
- Taught Introduction to Datawarehouse, Data Mining and Machine Learning for Business and Foundation of Database Management Systems college-level courses.
Senior GIS Analyst
RAMTeCH SOFTWARE SOLUTIONS
03.2019 - 11.2019
- Improved database performance by running regular database maintenance tasks using SQL script and ESRI tools.
- Worked on Utility network Data to establish solutions with respect to Enterprise geodatabases.
- Performed data Cleaning and mapping.
- Provided multi-dimensional troubleshooting aspects related to querying and analyses of data.
Senior GIS Analyst
ESRI
05.2015 - 03.2019
- Created Enterprise GeoDatabase Models using multiple DBMS(SQL Server, Oracle, PostgreSQL).
- Created Versions and Replicas to enable multi-user data editing.
- Worked with more than 3000 clients. Interpreted their project requirements and suggested the best way to execute the project using the ESRI suite.
Education
Master of Science - Business Analytics
University of North Texas
Denton, TX12.2022
Master of Science - Remote Sensing And GIS
Banasthali University
Rajasthan, India06.2015
Skills
Data Analytics: SAS Enterprise Miner, Base SAS 94, Python, Advanced Excel, SQL, Scala, Hive,Sqoop
Machine Learning Algorithms: Linear Regression, Logistic Regression, Decision Tree, Random Forest, Naive Bayes,
K-means Clustering, LDA, NLP
Databases: SQL Server, Oracle, Postgres, Mysql, Cassandra, Teradata
BI Tools: QlikView, Power BI, Tableau
ETL Process: Visual Studio(SSIS)
Knowledge Areas: Data Warehouse Design
Timeline
Software Engineer
Homecare Homebase
05.2022 - Current
Graduate Teaching Assistant
University Of North Texas
10.2021 - 05.2022
Senior GIS Analyst
RAMTeCH SOFTWARE SOLUTIONS
03.2019 - 11.2019
Senior GIS Analyst
ESRI
05.2015 - 03.2019
Master of Science - Business Analytics
University of North Texas
Master of Science - Remote Sensing And GIS
Banasthali University
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