Neha Dhamnani
Barrie,Canada
Summary
Data Science Professional with a focus on driving product and business outcomes through strategic data analysis, experimentation, and machine learning applications. Adept at understanding product/business priorities, defining metrics, and conducting opportunity analysis to guide decision-making. Proficient in utilizing the latest machine learning and predictive modeling techniques to identify and predict desired end-user outcomes. Experienced in collaborating with cross-functional teams, including product engineers, to implement features or notifications that enhance user outcomes. Skilled in acquiring, integrating, and transforming diverse data sources for comprehensive analysis. Continuously seeks innovative methods and tools to enhance scalability and applicability to formulated problems. Proven track record of validating, monitoring, and improving methods, contributing to a data-driven culture within the organization. Collaborates effectively with Project Managers to translate business needs into measurable metrics and works with data engineering for successful implementation.
Overview
8
8
years of professional experience
1
1
Certification
Work History
Solution Engineer
TIBCO Software
06.2018 - 11.2022
- Conducted opportunity analysis to align with product and business priorities
- Defined product metrics and set metric targets for performance evaluation
- Formulated data-driven hypotheses and executed high-quality experiments to achieve targets
- Applied machine learning and predictive modeling techniques to identify and predict end-user outcomes
- Collaborated with product engineers to test and implement features or notifications for improved outcomes
- Identified and integrated multiple data sources, compensating for limitations and extending data applicability
- Developed tools and pipelines for efficient collection, cleaning, and preparation of massive volumes of data
- Transformed problems into implementation plans by applying appropriate methods, algorithms, and tools
- Interpreted results and provided insights within the business/customer context, addressing risks and limitations
- Acquired broad knowledge of innovative methods and tools, contributing to continuous improvement
- Worked with Project Managers to translate business needs into metrics, collaborating with data engineering for implementation
- Created presentations to educate and inform product teams, fostering a data-driven culture.
Business Performance Analyst
GTL Ltd
02.2017 - 04.2018
- Created insightful reports using Microsoft PowerBI for internal stakeholders
- Automated ticketing system using deep learning, reducing human efforts by 40%
- Improved Telco Data quality and resolved issues promptly.
Technical Executive
CUMI
07.2014 - 11.2015
- Improved product performance through R&D trials and new product testing
- Implemented and designed new product experiments, conducting results analysis using Excel.
Education
Post Graduate - Artificial Intelligence - Architecture, Design, and Implementation
Georgian College
Post Graduate Program - Big Data Analytics
SP Jain School of Global Management
B. TECH - Chemical Engineering
National Institute of Technology
Skills
- Machine Learning
- Data Mining
- Deep Learning
- BI Tools Expertise
- Data Aggregation Processes
- Analytical Thinking
- Time-Series Analysis
- Data Screening
- Data Exports
- Agile Methodology
- Computational Design
- Business Forecasting
- Statistical Analysis
- Intelligence Gathering
- Normalization Techniques
Websites
Certification
- SAS programming essentials
- Machine Learning Models in Microsoft Azure by Coursera
- TensorFlow Serving with Docker for Model Deployment by Coursera
- Neural Networks and Deep Learning by Coursera
- TIBCO Spotfire Professional Certification
- TensorFlow for Artificial Intelligence and Deep Learning by Coursera
- Natural Language Processing (TensorFlow) by Coursera
Github
@dhamnanineha0801
Personal Information
- Visa Status: Study Permit
- Title: Solution Engineer
Timeline
Solution Engineer
TIBCO Software
06.2018 - 11.2022
Business Performance Analyst
GTL Ltd
02.2017 - 04.2018
Technical Executive
CUMI
07.2014 - 11.2015
Post Graduate - Artificial Intelligence - Architecture, Design, and Implementation
Georgian College
Post Graduate Program - Big Data Analytics
SP Jain School of Global Management
B. TECH - Chemical Engineering
National Institute of Technology
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