Binni Pal
Summary
Skilled Data Scientist (AWS Data Analytics and DevOps Certified) with 12+ years of experience as a Lead Data Scientist in D&A. Expertise in cloud infrastructure design and MLOps automation. Excited to join a dynamic and innovative team to drive innovation. Infuses creativity and a unique perspective into work with a love for literature and photography.
Overview
13
13
years of professional experience
1
1
Certification
Work History
Lead Data Scientist
CitiusTech Pvt Ltd
01.2019 - Current
- Researched Gen AI models to enhance understanding and capabilities.
- Collaborated with cross-functional teams to identify process improvements and optimize NLP model for performance, resulting in a 10% increase in application speed.
- Developed chatbot for symptom assessment and care direction using LLM.
- Developed and implemented data architecture strategy for a multinational corporation, resulting in a 30% increase in data-driven decision-making and a 20% reduction in data processing time
- Collaborated with cross-functional teams to design and deploy a entity extraction model using NLP, enabling the organization to consolidate disparate data sources and improve data quality by 25%
- Led a team of data analysts and engineers to build a scalable and secure cloud-based analytics platform, which facilitated real-time data analysis and reduced infrastructure costs by 15%
Data Scientist
J P Morgan
10.2016 - 01.2019
- Developed and implemented a predictive model using machine learning algorithms to forecast customer behavior
- Conducted data analysis and visualization to identify trends and patterns in customer feedback, leading to a 25% improvement in customer satisfaction ratings
- Collaborated with cross-functional teams to design and deploy a data-driven marketing campaign, resulting in a 20% increase in website traffic and a 10% increase in lead generation
- Designed and executed A/B testing experiments to optimize product features and pricing, resulting in a 12% increase in conversion rates and a 7% increase in average order value.
Associate Data Scientist
CitiBank Pvt Ltd
08.2015 - 09.2016
- Conducted exploratory data analysis on large datasets using Python and R, resulting in the identification of key insights and actionable recommendations for clients
- Collaborated with cross-functional teams to develop machine learning models for predictive analytics, resulting in a 20% increase in accuracy compared to previous models
- Created and maintained dashboards using Tableau and SQL to track key performance metrics and communicate results to stakeholders
- Developed and implemented data quality checks and validation processes to ensure data accuracy and completeness, resulting in a 15% reduction in data errors.
Data Analyst
Axa Business Services
02.2013 - 08.2015
- Developed and maintained automated data reporting systems, reducing the time spent generating reports by 50%
- Collaborated with cross-functional teams to design and implement data-driven solutions, resulting in a 20% improvement in efficiency
- Conducted statistical analysis on experimental data to identify significant results, leading to the submission of three successful research papers.
Senior Software Engineer
Capgemini
08.2011 - 02.2013
- Analyzed solutions and coding fixes for software problems
- Reviewed and modified unit and integration tests to improve software quality and reliability
- Collaborated with cross-functional team to define features and build powerful and easy-to-use products and customer-facing workflow tools
- Documented technical specifications and project testing methods for future reference.
Education
Master of Business Administration - Finance
Pune University
07.2011
Bachelor of Science - Information Technology
Mumbai University
07.2008
Skills
- Machine Learning
- Data Science
- Artificial Intelligence
- LLM
- NLP
- GEN AI
- Analytics/Business Intelligence
- AWS
- Python
- Tableau
- SQL
- Neural Networks
- Reinforcement Learning
- Big Data Analytics
- Solution design
- Project Management
Certification
AWS Data Analytics Certified, 12/2022
AWS DevOps Engineer-Profession,01/2024
Timeline
Lead Data Scientist
CitiusTech Pvt Ltd
01.2019 - Current
Data Scientist
J P Morgan
10.2016 - 01.2019
Associate Data Scientist
CitiBank Pvt Ltd
08.2015 - 09.2016
Data Analyst
Axa Business Services
02.2013 - 08.2015
Senior Software Engineer
Capgemini
08.2011 - 02.2013
Master of Business Administration - Finance
Pune University
Bachelor of Science - Information Technology
Mumbai University
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