Sagar Warghade
@sagarwarghade
Senior AI Product Manager building measurable AI/ML SaaS products and platforms that drive revenue.
What I'm looking for
I’m a product leader with 10+ years building and scaling AI/ML-driven B2B & B2C SaaS, data platforms, and API-first products across North America, Europe, and APAC. I specialize in contract/advisory/outcome-based roles where I ship measurable outcomes with minimal ramp-up time, using analytics-led decision-making to drive revenue growth and digital transformation.
In my current role, I owned end-to-end strategy and execution of an AI-powered renewals platform, launched to ~50 agencies with $1.8M ACV and $3.5M pipeline—driving retention by aligning RevOps, product marketing, and go-to-market teams. I built RAG-based enrichment using embeddings, semantic search, and classification with confidence scores and evidence, then defined an LLM eval framework (precision, recall, AUC-ROC, and LLM-as-judge) to move from generic answers to evidence-linked reasoning.
I’ve also led major data and customer experience product transformations, including orchestrating a Domo to Amazon QuickSight migration for 600B+ data assets (saving $1.5M annually) and launching beta data streaming to enable clickstream/behavioral analytics with usage-based pricing. I enjoy leading cross-functional teams through 0→1 launches, pre-sales enablement, POC-to-production pipelines, and experimentation—always translating user needs into scalable systems like agentic AI architectures, observability-driven data pipelines, and clear product roadmaps.
Experience
Work history, roles, and key accomplishments
Senior AI Product Manager
Applied Systems
Jun 2024 - Present (1 year 11 months)
Owned end-to-end strategy for an AI-powered renewals platform, launching to ~50 agencies with $1.8M ACV and $3.5M pipeline while aligning retention with RevOps and go-to-market. Built an evidence-linked RAG engine, defined LLM eval metrics (precision/recall/AUC-ROC, LLM-as-judge), and deployed an agentic multi-agent system using Claude SDK to support insurance research workflows.
Data & Analytics Product Manager
D2L
Mar 2023 - May 2024 (1 year 2 months)
Led migration from Domo to Amazon QuickSight by redesigning ETL and warehouse workflows for 600B+ data assets, saving $1.5M annually while maintaining data integrity, audit compliance, and observability. Launched a data streaming add-on for learner insights with average $300K deal size, and defined a data lakehouse architecture to enable self-serve analytics and advanced data mining.
Ecommerce & Ad Tech Product Lead
MyGate
Dec 2021 - Feb 2023 (1 year 2 months)
Improved marketplace conversion from 2.3% to 8% through funnel optimization (load times, bounce rates, deep links). Developed REST APIs for real-time order status syncing, reduced wait times by 80%, increased CSAT to 90% by building an enterprise no-code chat/ticketing service, and grew neighbor engagement by 34% via community marketplace networking.
IoT & Computer Vision Product Lead
MyGate
Dec 2020 - Nov 2021 (11 months)
Conceptualized and advanced low-cost smart surveillance ($2.5/camera) and achieved 88% model accuracy using an HIL image labeling portal. Launched automated access controls using Facial Recognition, BLE, and RFID and improved vehicle identification via Automatic Number Plate Recognition, reducing wait time to 40ms from 7s and reaching 94%/96% accuracy.
Connected Cars Technical PM
Nissan Motors
Sep 2018 - Nov 2020 (2 years 2 months)
Led cross-functional platform services for IoT telemetry across 800K vehicles, defining alerting thresholds and monitoring while partnering with DevOps, UX, and user research. Launched an ML-based recommendation engine using collaborative filtering to increase online dealer leads by 15%, and defined customer journey touchpoints using CIAM to incorporate voice-of-customer insights.
Intercity Travel & Pricing PM
Ola
Jun 2017 - Aug 2018 (1 year 2 months)
Conducted 80+ user interviews, then launched ride-now and flexible hourly trips using A/B testing to boost demand by 38% and driver earnings by 26%. Improved profitability by 8% by building return-trip optimization and pricing algorithms using P&L signals, offers/discounts, and customer profiles.
Payments & Partner Acquisition PO
Ola
Apr 2015 - May 2017 (2 years 1 month)
Introduced BNPL, credit card auth-capture, and UPI integrations into the payments flow, increasing non-cash payments by 26% and reducing default fraud rate by 8%. Scaled driver onboarding and a loyalty program that reduced operational expenditure by $1.5M/year.
Software Engineer
CitiusTech
Jul 2012 - Jun 2013 (11 months)
Analyzed business requirements and supported product delivery sprints, translating needs into measurable KPIs and business objectives. Contributed to project execution using sprint-based planning and KPI-driven delivery.
Education
Degrees, certifications, and relevant coursework
Indian Institute of Management Indore
Master of Business Administration, Business Administration
2013 - 2015
Completed a Master of Business Administration with coursework in information systems and market research.
Sardar Patel Institute of Technology
Bachelor of Electronics Engineering, Electronics Engineering
2008 - 2012
Completed a Bachelor’s degree in Electronics Engineering with computer science courses.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Portfolio
github.com/sagarwarghadeJob categories
Skills
Interested in hiring Sagar?
You can contact Sagar and 90k+ other talented remote workers on Himalayas.
Message SagarFind your dream job
Sign up now and join over 100,000 remote workers who receive personalized job alerts, curated job matches, and more for free!
