Work experience
JK Tech
Product Manager, AI & Enterprise Platforms (Consultant)
Apr 2026 - Present
Dallas, TX, US
Enterprise consulting for Varsity Brands, leading digital transformation across sales enablement, vendor platforms, and AI-powered enterprise data products.
- Won the Varsity Brands Fieldhouse engagement by translating business needs into product requirements and selling the concept through an on-site presales prototype and client pitch.
- Shipped Fieldhouse to 3,000 sales representatives supporting a $2.5B business in two months by leading a 3 person delivery team through discovery, prioritization, client workshops, and product delivery.
- Unlocked Ontologos' first client in 4 weeks after six months at the vision stage by repositioning the product and building a minimum sellable prototype for AI-led legacy-to-cloud data transformation.
- Demonstrated enterprise-scale data-management feasibility in 2 weeks by prototyping RAG-based schema mapping, retrieval, lineage, reconciliation, and data-quality workflows across 12 domains, 20 entities per domain, and 66 attributes per entity.
- Reduced projected vendor-platform implementation costs by 34% across four scope revisions by prioritizing essential supplier workflows against customer value, technical dependencies, delivery effort, and deferrable capabilities.
Diamond Challenge
Product Advisor - Payments
Jan 2026 - Mar 2026
Seattle, WA, US
Advised a student fintech venture on P2P and merchant payments, product strategy, payment economics, GTM, and AI-assisted prototyping.
- Helped the team finish second in the Diamond Challenge by pivoting an infeasible cross-app concept into a unified P2P and merchant-payments product through ecosystem research and competitive analysis.
- Established a commercially viable payments model by combining a $3.50 unlimited consumer plan with 1.8%-2.5% merchant fees and evaluating RTP, FedNow, and Request for Payment rails with modeled transaction costs below $0.10.
- Achieved 90% comprehension of the instant, no-fee payments proposition and proposed sub-10-second onboarding by prototyping payment, confirmation, and recovery flows using Figma Make and Claude Code.
Purdue University
AI Product Manager, Learning Platforms
Feb 2025 - Dec 2025
Remote, USA
AI-enabled learning platform serving institutional clients, spanning LMS modernization, monetization, agentic AI, and product-led growth.
- Drove growth from 18K to 29K monthly active users (+61%) and seven institutional clients by shaping the platform's modernization, positioning, product-led growth, and agentic AI capabilities.
- Led Paid Certificates end-to-end against a 50:50 B2B/B2C revenue-mix target, from a ~95:5 baseline, owning product discovery, PRD, prioritization, cross-functional development, and launch.
- Launched 6+ fragmented university systems into one proactive AI experience "Rumi" in 5 weeks by applying RAG and vector retrieval across assignments, grades, events, library services, and dining information.
- Supported a successful multimillion-dollar merger with an Asian partner and advanced North American partnership discussions by developing a one-year AI roadmap and product-market strategies for the U.S., Malaysia, Singapore, and China.
Toss Recycling AI
Founding Product Manager
Jul 2024 - Jan 2025
Remote, USA
Founded a consumer AI venture for location-aware recycling guidance; led RAG, computer vision, OCR, and monetization experiments, then sunsetted the product after two pivots.
- Validated early product utility with 60+ users and grocery-store field studies by leading ethnographic research, SME interviews, product strategy, roadmap definition, AI prototyping, and closed-group testing.
- Delivered 94% answer coverage across 9,000 ZIP codes by building a location-aware recycling agent using RecycleNation data, USPS validation, RAG, retrieval, and LLM fallback behavior.
- Expanded the product from text guidance into computer vision and OCR by training and testing multimodal workflows on 600+ real-world images using Roboflow, OpenAI, and Grok APIs with fine-tuning and guardrails.
- Stopped investment after two product and monetization pivots when field research showed that rewards did not produce durable behavior and retention remained constrained by fragmented local infrastructure and policy.
Emerging Technology Lab, Indiana University
RA, Product Lead
Aug 2022 - May 2024
Indianapolis, USA
University innovation lab developing emerging-technology products; led a 0-to-1 spatial-design platform across discovery, product strategy, commercialization, prototyping, and IP.
- Secured a provisional patent and $40K grant by transforming an AR/VR research concept into a validated spatial-design prototype with support from six faculty advisors, IU Ventures, and the USPTO process.
- Converted spatial-creator workflow gaps into a prioritized roadmap and product requirements through market research and practitioner interviews with subject-matter experts from Microsoft, Meta, and HTC.
- Strengthened the product's commercial direction and research visibility by pivoting from a consumer tool to B2B SaaS, defining target personas and market opportunities, and representing Indiana University at international conferences.
ZET
Associate Product Manager, Growth
Apr 2021 - Jul 2022
Bangalore, India
Joined as employee #9 at an early-stage fintech marketplace connecting local advisors with financial products; owned growth initiatives across eligibility, lending, discovery, and automation.
- Drove product-led MAU from 800 to 150K in 1.5 years - while the platform reached 1.4M downloads across multiple acquisition channels - by building eligibility, profile-based recommendations, CRM engagement, and activation experiences.
- Reduced financial-product application rejection by 16% and increased advisor adoption by 20% by launching Check Eligibility and clarifying qualification requirements before application.
- Saved approximately $16K/month in customer-service operating costs by launching conversational self-service, lead-progress tracking, and automated CRM workflows that resolved recurring support needs inside the product.
- Informed a new direct-to-consumer secured-card business line by tracing 66% application drop-off to limited credit history, which contributed to 80% of credit-card rejections.
Multi-Channel Commerce Venture
Founder
Jul 2020 - Mar 2021
Bangalore, India
Founded and operated a multi-seller commerce marketplace, owning merchant acquisition, product strategy, customer insights, monetization, and marketplace growth.
- Grew the venture from $0 to more than $1K in average monthly sales within six months with no upfront investment by curating high-potential inventory from 20+ sellers and building a four-plus-distributor network across North India.
- Generated 3 to 4 additional orders per customer on average by identifying a focused buyer persona, assessing seller inventory for quality, and replacing catalogue-led selling with personalized recommendations and trust-driven service.
Skills
AI Product: LLMs, RAG, Agentic AI, AI Evals, Prompt Engineering, Multimodal AI, Computer Vision, OCR, Human-in-the-Loop Workflows
Product: 0-to-1 Strategy, Roadmapping, Product Discovery, PRDs, Prioritization, Experimentation, User Research, Launch, Stakeholder Management
Technical: APIs, Data Pipelines, Embeddings, Vector Search, MongoDB, Ontologies, Schema Design, Data Reconciliation, SQL
Tools: Cursor, OpenAI, Claude, Lovable, v0, Vercel, GitHub, Figma, FigJam, Roboflow
Education
Indiana University, Indianapolis, USA
M.S., Human-Computer Interaction
Jawaharlal Nehru Technological University, India
B.Tech., Electronics & Communication Engineering