Manvi Lather
Wylie,TX
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
9
9
years of professional experience
1
1
Certification
Work History
Software Engineer
Homecare Homebase
Dallas, TX
05.2022 - Current
- Analyzed varied datasets from home care and hospice electronic health records systems using python libraries and ML model.
- Implemented feature selection techniques, including Partial Dependency Plots (PDP), to enhance data insights on oasis features.
- Contributed to improved model efficiency and interoperability by working with Open Neural Network Exchange (ONNX).
- Spearheaded the development of a predictive model designed to identify potential hospice patient candidates within home health services.
Graduate Teaching Assistant
University of North Texas Health Science Center
Denton, TX
10.2021 - 05.2022
- Instructed college-level courses on Introduction to Data Warehousing, Data Mining, Machine Learning for Business, and Foundations of Database Management Systems.
Senior GIS Analyst
RAMTeCH SOFTWARE SOLUTIONS
Noida , UP
03.2019 - 11.2019
- Optimized database performance by implementing SQL scripts and leveraging ESRI tools.
- Worked on Utility network Data to establish solutions with respect to Enterprise geodatabases.
- Delivered comprehensive troubleshooting support for multi-dimensional data querying and analysis.
Senior GIS Analyst
Cybertech software and system -ESRI
Mumbai, Maharashtra
05.2015 - 03.2019
- Created Enterprise GeoDatabase Models using multiple DBMS(SQL Server, Oracle, PostgreSQL).
- Enabled multi-user data editing on geodatabases by creating Versions and Replicas.
- Collaborated with over 3000 clients, interpreting project requirements and advising on optimal execution using the ESRI suite.
Education
Master of Science - Business Analytics
University of North Texas
Denton12-2022
Master of Science - Remote Sensing
Banasthali University
India05-2015
Bachelor of Science - Electrical Engineering
Kurukshetra University
India05-2013
Skills
Data Analytics: SAS Enterprise Miner, Base SAS 94, Python, Advanced Excel, SQL, pyspark
Machine Learning Algorithms: Linear Regression, Logistic Regression, Decision Tree, Random Forest, Naive Bayes, K-means Clustering, LDA, PDP plots
Databases: SQL Server, Oracle, Postgres, Mysql, Cassandra, Teradata
BI Tools: QlikView, Power BI, Tableau
Knowledge Areas: Data Warehouse Design
Certification: Databricks Data Engineer Associate
Certification
BanasthaliGeoDatabaseCybertechgeodatabasesgeodatabases
- Databricks Data Engineer Associate
Timeline
Software Engineer
Homecare Homebase
05.2022 - Current
Graduate Teaching Assistant
University of North Texas Health Science Center
10.2021 - 05.2022
Senior GIS Analyst
RAMTeCH SOFTWARE SOLUTIONS
03.2019 - 11.2019
Senior GIS Analyst
Cybertech software and system -ESRI
05.2015 - 03.2019
Master of Science - Business Analytics
University of North Texas
Master of Science - Remote Sensing
Banasthali University
Bachelor of Science - Electrical Engineering
Kurukshetra University
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