Snehal Zarekar

AI Platform Product Leader with 10+ years of experience building AI-native platforms, enterprise products, and digital ecosystems from concept to scale. Currently leading product strategy at Lumos for the Adaptive Content Engine (ACE), a multi-agent AI platform that transforms a single prompt into multilingual interactive learning modules spanning content generation, translation, speech synthesis, visuals, assessments, and dynamic canvas rendering. Experienced in building production-grade AI systems through LLM orchestration, deterministic workflows, structured agent contracts, evaluation frameworks, and human-in-the-loop review, enabling scalable, reliable, vendor-agnostic AI platforms.

Core Expertise: Multi-Agent Systems • LLM Orchestration • AI Platform Strategy • Generative AI • Prompt Engineering • AI Evaluation • Human-in-the-Loop Systems • Platform Products

Product Lead, AI Platform at LUMOS (2025 – Present)

Adaptive Content Engine (ACE)

• Reduced e-learning module creation time from 3 to 4 days (manual) to under 4 hours by introducing AI-generated workflows, blueprint-first authoring, and multi-agent orchestration.
• Partnered with Engineering to reduce AI generation latency from approximately 15 minutes to under 8 minutes through orchestration and pipeline optimization.
• Own product strategy for ACE, an AI-native platform orchestrating 8 specialized LLM agents that transform a single prompt into multilingual interactive learning modules.
• Architected a multi-agent AI pipeline spanning story planning, content generation, assessments, interactions, visual planning, speech generation, and deterministic canvas rendering.
• Defined deterministic agent contracts using structured schemas, improving generation consistency and eliminating cross-agent interpretation failures.
• Architected a multi-agent translation platform supporting 10+ Indian languages using semantic ambiguity detection, deterministic QA, and human-in-the-loop review.
• Established a three-tier vocabulary framework (Translate / Hybrid / Retain) for natural enterprise multilingual content while preserving technical terminology.
• Built reusable language calibration frameworks enabling rapid onboarding of new languages without redesigning prompts or workflows.
• Architected a vendor-agnostic Speech Intelligence Platform separating text normalization, pronunciation management, language adaptation, voice management, and quality control from underlying TTS providers.
• Introduced pre-TTS normalization and language-aware speech rules to improve multilingual pronunciation and speech quality.
• Designed deterministic fallback orchestration using rule-based decision engines for normalization, pronunciation overrides, voice fallback, and human review.

Senior Product Manager at PROSPERR.IO (2025-01 – 2025-01)

• Launched an AI-powered voice assistant reducing consultation drop-offs by 17% through automated reminders and confirmations.
• Built an AI meeting intelligence system, reducing advisor manual effort by 87% through automated meeting summarization and action extraction.
• Led development of an end-to-end ITR filing platform, improving workflow automation across the customer journey.

Associate Director, Product at BETTERPLACE (2021-06 – 2023-05)

• Partnered with Engineering and Data Science to build AI-powered recommendation systems, increasing DAUs by 40%.
• Increased paid adoption from 3% to 8% through product-led growth initiatives.
• Reduced CAC by 35% to 65% using behavioral analytics, customer segmentation, and personalization.
• Analyzed behavioral data from 15,000+ recruiters to improve acquisition, engagement, and retention strategies

Digital Transformation Manager at iQUANTI (2018-05 – 2021-05)

• Automated SEO, SEM, and CRO dashboards, reducing manual reporting effort by 60%.
• Led digital transformation programs for American Express, Hilton, Cigna, and Advance America.
• Delivered optimization initiatives contributing to 4x revenue growth across enterprise engagements.

Product Growth Consultant at Quantastic (2023 – 2024)

• Built a WhatsApp automation and booking platform contributing to 80% revenue growth ($2M to $12M).

Head of Product Growth at GetLook (2015 – 2018)

• Scaled a consumer marketplace to $2.5M revenue while improving NPS from 3 to 8 through product innovation and customer discovery.

Product Manager at AppsDaily (2014 – 2015)

• Led CRM implementation contributing to approximately $1M monthly revenue growth through process automation.

MBA – Indian Institute of Management Lucknow (2012 – 2014)

Product Management Certification – SP Jain School of Global Management (2022 – 2023)

B.Tech in Biotechnology (2007 – 2011)