- Exploring AI use cases in business automation
- Storytelling
- Open-source AI tools and communities
- Reading books
- Cooking
Radhika Soni
Bangalore
Summary
Results-driven Product Manager with over 11 years of experience, including 2+ years leading AI/ML-powered product initiative. Proven track record of building and launching innovative products from the ground up in fast paced, cross functional environments. Skilled at aligning cutting-edge AI technologies with user needs and business goals to deliver impactful solutions. Strong technical foundation from prior software development experience, enabling close collaboration with engineering and research teams. Adept at translating emerging AI capabilities - such as Agentic AI and Large language models - into scalable, customer facing applications that drive growth and engagement.
Overview
11
11
years of professional experience
1
1
Certification
Work History
Associate
JP Morgan Chase & Co
12.2021 - Current
- Leading AI - enabled loan process automation application which enables users to process the transaction at one stop without hassling through multiple apps for bits and pieces. SX is a one stop solution for users where they receive the notice, data extracted through AI with confidence score, live connectivity with LIQ and real time processing in the system.
- Lead a team of 10+ engineers, designers, and analysts to develop and launch a new loan automation platform, resulting in a 45% increase in customer acquisition.
- Conduct market research and competitor analysis to identify opportunities and define product roadmap, leading to a 65% increase in user adoption.
- Collaborate with stakeholders to gather requirements, prioritize features, and create detailed product specifications.
- Implement agile methodologies, including Scrum and Kanban, to improve team productivity and reduce time-to-market by 20%.
- Analyze user feedback and product performance metrics to drive continuous improvement and enhance user experience.
Assistant Manager
KPMG INDIA Pvt Limited
03.2020 - 12.2021
- Developed and maintained automated data workflows using Xceptor and Alteryx to streamline business processes and ensured data accuracy.
- Implemented and supported RAG-based AI models to enhance document understanding, intelligent data extraction, and decision support with RPA frameworks.
- Collaborated with business stakeholders to identify manual process ripe for automation, applying both traditional RPA and AI-enhanced techniques.
- Contributed to the architecture and deployment of intelligent document processing solutions that combine RAG and rule-based automation.
- Ensure data quality, lineage and compliance across automated workflows.
Senior RPA Developer
L&T Infotech Pvt Ltd
11.2018 - 03.2020
- Proved successful working within tight deadlines and a fast-paced environment.
- Implemented the full life cycle of RPA solutions, including identifying automation opportunities, gathering requirements, implementing, evaluating, and deploying targeted automation solutions using Automation Anywhere.
- Provided input for preparing the Technical Design Document (TDD).
- Developed various multipurpose MetaBots to enhance automation capabilities.
- Analyzed requirements and estimated the efforts needed for automation projects.
- Created and developed Macros to streamline processes.
- Developed automation processes in accordance with the TDD to meet defined requirements.
- Utilized different commands available in Automation Anywhere, such as Email Automation, Excel, If/Else, and Object Cloning, to implement code.
- Released developed tasks to the Control Room for deployment and execution.
Software/RPA Analyst
Accenture Pvt Ltd
01.2014 - 11.2018
- Implemented the full life cycle of RPA solutions: identifying automation opportunities, gather requirements, implement, evaluate and deploy targeted automation solutions using industry leading RPA tool Automation Anywhere.
- Created multiple bots using UI path.
- Managed overall technical documentation.
- Experienced in automating multiple user processes in domains like life science, banking, retailing and manufacturing.
- Supported the use cases through its entire lifecycle including initial production support.
Education
Bachelor of Technology -
Raj Kumar Goel Institute of Technology
Ghaziabad, UP07.2013
Skills
Product Management
- Product Road mapping
- User Story development
- Stakeholder Management
- Cross functional team leadership
- Analytical Skills
- Problem Solving Skills
- Technical documentation
- Continuous Integration
- Continuous Deployment
Tools
- Robotic process Automation
- Xceptor
- Alteryx
- LIQ
Languages
- Net
- Python
- VBNET
- SQL Server
- Oracle pl/sql
- Excel VBA
Additionally
- Agile
- Scrum
- Waterfall
- JIRA
- Confluence
- Service Now
Certification
- Oracle AI Vector search Certified Professional
- AI for Product Management
- Certified Scrum Product Owner
- Alteryx Designer Core Certificate
- Xceptor Core Foundation Certification
- Automation Anywhere Advance Certified professional
- Automation Anywhere Master Certified professional
Accomplishments
- Honored with the Live award for four consecutive quarters - JP Morgan Chase
- Career growth - JP Morgan Chase
Career Scan
- 12/01/21, Associate, JP Morgan Chase & Co
- 03/01/20, Assistant Manager, KPMG INDIA Pvt Limited
- 11/01/18, Senior RPA Developer, L&T Infotech Pvt Ltd
- 01/01/14, Software/RPA Analyst, Accenture Pvt Ltd
Affiliations
- AI for Product Management
- Oracle AI Vector Search Certified
- Certified Scrum Product Owner
- Xceptor Core Foundation Certification
- Alteryx Designer Core Certified
- Automation Anywhere Master Certified Professional
Interests
Personal Information
- Date of Birth: 12/25/92
- Gender: Female
- Nationality: Indian
Languages
Hindi
Bilingual or Proficient (C2)
English
Bilingual or Proficient (C2)
Timeline
Associate
JP Morgan Chase & Co
12.2021 - Current
Assistant Manager
KPMG INDIA Pvt Limited
03.2020 - 12.2021
Senior RPA Developer
L&T Infotech Pvt Ltd
11.2018 - 03.2020
Software/RPA Analyst
Accenture Pvt Ltd
01.2014 - 11.2018
Bachelor of Technology -
Raj Kumar Goel Institute of Technology
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