Binni Pal
Summary
As a highly skilled ML architect with a passion for exploration and storytelling with 13+ years of experience, working as a Lead Data Scientist in D&A. I have extensive experience in cloud infrastructure design and MLOps automation, and am excited to bring my expertise to a dynamic and innovative team. With a love for getting lost in a good book and capturing moments through photography, I strive to bring creativity and a unique perspective to my work.
Overview
13
13
years of professional experience
1
1
Certification
Work History
ML Architect - D&A
CitiusTech Pvt Ltd
MUMBAI
01.2019 - Current
- Collaborated with cross-functional teams to identify process improvements and optimize NLP model for performance, resulting in a 40% 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%
- Conducted data assessments and gap analyses for clients in various industries, providing actionable recommendations for data governance, data quality, and data security, resulting in improved regulatory compliance and risk management.
Data Scientist
J P Morgan
MUMBAI
01.2019 - 01.2019
- Developed and implemented a predictive model using machine learning algorithms to forecast customer behavior, resulting in a 15% increase in sales revenue
- 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
MUMBAI
- 08.2016
- 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
PUNE
- 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
PUNE
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
2011
Bachelor of Science - Information Technology
Mumbai University
2008
Skills
- Machine Learning
- Data Science
- Artificial Intelligence
- Chatbot
- LLM
- NLP
- Analytics/Business Intelligence
- AWS Lambda
- AWS Glue
- AWS Kinesis
- AWS S3
- AWS Quicksight
- CLOUD
- Python
- Tableau
- SQL
- Cloud expertise
- Solution design
- Project Management
Certification
AWS Data Analytics Certified, 12/2022
AWS Devops Engineer-Profession,01/2024
Timeline
ML Architect - D&A
CitiusTech Pvt Ltd
01.2019 - Current
Data Scientist
J P Morgan
01.2019 - 01.2019
Senior Software Engineer
Capgemini
08.2011 - 02.2013
Associate Data Scientist
CitiBank Pvt Ltd
- 08.2016
Data Analyst
Axa Business Services
- 08.2015
Master of Business Administration - Finance
Pune University
Bachelor of Science - Information Technology
Mumbai University
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