
Ishani Banerjee
@ishanibanerjee
I build AI products and platforms that turn complex capabilities into measurable business value.
What I'm looking for
I'm driving enterprise AI product delivery at MRI Software, owning the vision, roadmap, and delivery for Voice Agents, Model Context Protocol integrations, and agent-to-agent workflows. My work contributes over $1M in ARR through scalable autonomous and conversational agent capabilities.
Previously, I unified complex Fleet Platform data at Solera and led JoBro, an AI-powered coaching platform, from vision and backlog through MVP delivery. I also led the Neuro AI program with Nasscom Foundation, training 150+ neurodivergent individuals in data annotation and achieving 94% retention with successful placements.
I bring product ownership, program leadership, business analysis, and hands-on data skills to cross-functional teams. I've improved profitability, reduced client escalations by 70%+, and translated stakeholder needs into high-value customer outcomes.
Experience
Work history, roles, and key accomplishments
Owned product vision, roadmap, and delivery for AI suites including Voice Agents and MCP integrations. Drove over $1M in ARR by delivering enterprise-grade autonomous agent capabilities.
Spearheaded the unification of the Fleet Platform, partnering with engineering and product teams to aggregate and validate data from disparate sources. Led cross-team collaboration to align business objectives.
Product and Program Lead
Orchvate
Apr 2023 - Dec 2025 (2 years 8 months)
Owned product vision and roadmap for JoBro, an AI-powered coaching platform, and delivered MVP. Managed Neuro AI program with Nasscom Foundation, training 150+ neurodivergent individuals with 94% retention.
Product Manager (Geta.ai) / Business Analyst
SRV Media Pvt. Ltd.
Mar 2022 - Mar 2023 (1 year)
Maintained and prioritized product backlog for an AI-enabled chatbot. Drove strategic process change projects, reducing client escalations by 70% and improving profitability by 10%.
Product Engineer Trainee
InsZoom Technology & Services
Jul 2018 - Jun 2019 (11 months)
Led development of Document Management modules and owned the Settings Revamp initiative, developing 11 reusable components. Contributed to SSO implementation and collaborated in Agile development lifecycles.
Education
Degrees, certifications, and relevant coursework
Symbiosis International University
MBA, Data Science & Data Analytics
2020 - 2022
Grade: 9.08 CGPA
Activities and societies: Department Topper
Pursued an MBA in Data Science and Data Analytics, graduating with a 9.08 CGPA and recognized as Department Topper.
SRM University
BTech, Information Technology
2014 - 2018
Grade: 9.92 CGPA
Activities and societies: Gold Medalist, IT Topper
Completed a BTech in Information Technology with a 9.92 CGPA, earning the Gold Medal and recognition as IT Topper.
Availability
Location
Authorized to work in
Salary expectations
Social media
Skills
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