4+ years shipping production GenAI products across LLM voice agents, hiring platforms and EdTech at multi-crore revenue scale. Hands-on with LLM evals, RAG, agentic workflows and multilingual ASR/TTS for enterprise deployments.
Experience
Sept 2025 — June 2026
Product Manager, Voice AI & Platform
@Apna Jobs
- Scaled an LLM voice agent to 1.5L+ calls/month across 5,000+ SMB and 20 enterprise clients.
- Built an LLM eval framework with tracing and rubric scoring; call quality up 25%, 85%+ completion rate.
- Shipped retrieval-grounded (RAG) screening over JD and CV context; AOV up 30%, 8% incremental revenue.
- Led the multilingual rollout across Hindi, Kannada and Tamil; tuned ASR/TTS, latency and interruption handling.
- Owned roadmap, backlog and PRDs, and defined the north-star and product KPIs across sales, support, eng and leadership.
May 2024 — July 2025
Head of Product & Business (Vertical Owner)
@Eventbeep (Shark Tank India portfolio)
- Scaled MRR from ₹3L to ₹50L in eight months (17x) via PLG loops and retention features; ₹4Cr+ ARR.
- Launched Beephire.ai, a 0-to-1 GenAI hiring SaaS, onboarding 10+ B2B clients onto LLM voice screening.
- Built viral lead-gen products (assessments, certificates) that acquired 3L+ users in two months.
- Led a 30-member cross-functional team; 20% net profitability, CAC down 35%, secured a $100K grant.
May 2021 — April 2024
Founder & CEO
@Careerboat
- Built an AI-led 1:1 mentorship platform 0 to 1; scaled to 5L users and 5K+ paid users.
- Raised ₹90L in grants and angel funding; reached ₹1.2Cr ARR within two years of launch.
- Recruited and led a 15-member team, owning OKRs, roadmap, sprint planning and delivery.
- Partnered with 100+ colleges and helped 150+ companies hire candidates.
Education
Mar 2023 — July 2024
SEED Entrepreneurship Program
@Stanford University
Aug 2018 — July 2022
B.E. Mechanical Engineering
@KLE Institute of Technology (VTU)
Skills & tools
AI / GenAI
LLMs · RAG · Prompt engineering · AI agents · Agentic workflows · LLM evals & observability · Guardrails · Embeddings · ASR/TTS · Multilingual AI
Product
Roadmap · Backlog prioritisation · PRDs & user stories · Product KPIs · Customer discovery · Market analysis · A/B testing · OKRs · GTM strategy
Tools
LangChain · Langfuse · Claude API · OpenAI API · Deepgram · ElevenLabs · Vapi · Twilio · Retell · Mixpanel · SQL · Figma · Jira · Notion · n8n