Pradyumna Joshi
Technical Product Leader: Architecting Agentic AI Solutions at Scale
13+
Years in Tech
$5.8B
Enterprise
450+
Org Strategy
5
End-to-End MVPs
99%
AI Efficiency
About Pradyumna (Prad)
I am a Product Leader operating at the intersection of Product Management, Advanced Analytics, and AI. With over 13 years of experience at Fortune 500 companies, I have led the launch of several SaaS products and managed portfolio strategies for large global business verticals. My career focuses on transforming complex technical challenges into simplified, cloud-based solutions that drive significant business impact.
Currently, I am architecting the future of Agentic AI. From developing RAG-based financial advisor agents to creating autonomous agents that solve property manager challenges, I bridge the gap between products with data-driven analytics and large language models to drive practical business impact. As an MBA candidate at UConn and an AI Product Lead, I don't just learn about or research AI; I build end-to-end product solutions and MVPs with a hands-on technical approach, designing automated workflows that redefine the business landscape.
Experience in Action
Moderating Executive Product and AI Panel
AI Day 2025
MIT Sloan Product Conference
Addressing MBA Cohort
Selected Work
A curated collection of projects across generative AI, product strategy, data analytics, and agile delivery.
Generative AI
Building intelligent systems with RAG, agents & prompt engineering
Retention Advisor AI Agent
A RAG-powered AI agent designed to reduce financial institution churn by predicting at-risk customers and recommending specific retention strategies. Achieved 75% prediction accuracy and targeted a 10% increase in customer loyalty within the first six months.
Condo Companion AI Agent
Reduced condo manager response time from ~4 hours to < 30 seconds. Captures 100% of user requests across WhatsApp and Gmail, automatically generating Gmail alerts and visualizing real-time status on a Lovable-powered dashboard.
Chatbots
Improved job search efficiency by 30% by architecting scalable chatbot architectures using Llama 3.3 and FastAPI.
Product Management
Strategic roadmaps, PRDs & user-centric growth
AI Agent - Condo Companion PRD
Authored a comprehensive PRD for an AI-driven HOA audit automation tool. Executed end-to-end product discovery to translate property management pain points into a technical RAG-based roadmap.
Lovable Dashboards (AI Infrastructure, Design and UX)
Architected and managed the development of centralized monitoring dashboards for multi-domain AI agents. Optimized for LLMOps and scalability to ensure real-time performance tracking and API health.
MyCo & Ford Strategic Intelligence
Orchestrated GTM strategy and roadmap for the MyCo Robotic Assistant, including SWOT and full backlog prioritization. Performed macro-level PESTLE for Ford to evaluate market entry risks.
Product Strategy & OKR Frameworks
Developed a custom Product Vision Framework and a high-impact "one-page insight" guide on OKRs vs. KPIs to align cross-functional teams and clarify performance measurement.
Data Analytics
SQL, Python & data-driven decision modeling
Customer Churn Prediction Model
Built an ML pipeline predicting customer churn with 75% accuracy using XG Boost, enabling proactive retention strategies that projected to save $2M annually for financial institution.
Real-Time Analytics Dashboard
Architected event-driven ETL pipelines for real-time streaming of KPIs into Tableau, enabling instant anomaly detection and 20% faster executive response.
Modeling and Simulating Golf Tournament Outcomes
Predicting PGA tour ranks for golf players in CJ Cup to find Top 1, 5, 10 and 20 ranked players and its probabilities.
Project Management
Agile/Scrum leadership in high-velocity AI environments
Agile Transformation & Vertical Leadership
Member of a 9-person executive team spearheading portfolio strategy for a 450+ person department. I led a full-scale Agile transformation across 55+ scrum teams, successfully aligning execution with organizational OKRs and achieving a 60% reduction in release cycle time through optimized SDLC protocols and KPI alignment.
AI Product MVPs & Delivery
Directed cross-functional teams of 10+ specialists to move 5 AI Product MVPs from initial ideation to scalable production. My focus was on bridging the gap between ML research and platform engineering, implementing robust MLOps and CI/CD workflows to ensure continuous, reliable AI delivery in complex environments.
MyCo — The Robotic Companion
Orchestrated the development of a humanoid robotic assistant prototype designed to revolutionize sustainable household living. The project integrates advanced AI to enhance user well-being, foster productivity, and reduce mental load, positioning humanoid robotics as a seamless collaborator in the modern home.
What People Say
Feedback from colleagues, clients, and collaborators across product, engineering, and AI.
"Regarding the work you delivered, I really appreciated your engagement and the fact you try to improve, continuously, our way of working."
Lead Product Manager
Siemens
"I have always enjoyed working with you and I am sure you will thrive wherever you will be next!"
Product Development Leader
Siemens
"Pradyumna is passionate about fostering collaboration and improving processes, enabling teams to work more efficiently and deliver greater value to customers and stakeholders."
Project Manager
Siemens
"I know that we did not work directly together all that often, but in the times we did, I was always impressed with the acumen and enthusiasm that you brought to your testing role. Our Quality Team will definitely miss your presence."
Quality Leader
Siemens
"Pradyumna consistently demonstrates sharp analytical thinking and curiosity, diving deep into complex topics with questions that reveal a true passion for understanding business and product nuances."
CPA
Hartford
Contact
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