Emergent

Founder's office (Nov 2025 – Present)

• Designing pricing strategies to scale the Vibecoding product to $100M ARR.
• Managing data pipelines and integrity checks to ensure robust business growth.
• Leveraging Vibecoding to automate day-to-day operational tasks.

Navi Technologies

Product Manager (Apr 2023 – Nov 2025)

• Launched a generative‑AI support bot using retrieval‑augmented generation (RAG) that handles roughly 10,000 customer queries per day, covering ~ 80% of support volume.
• Built manual and automated quality‑check pipelines to create a feedback loop for continuous improvement of the GenAI bots.
• Explored large‑language model fine‑tuning and model context protocols (MCPs) to automate everyday workflows.
• Scaled up the calling platform, increasing auto‑dialer efficiency from 30% to 45%.

Manager, Lending (Jul 2022 – Mar 2023)

• Drove a ~ 20% increase in loan disbursals (~ ₹200Cr) by linking customer feedback with historical data to uncover and fix a critical bug.
• Implemented a dynamic pricing grid that improved yield by 2% while keeping the drop in take rate below 0.5%.
• Automated the monthly projection model, enabling more accurate and efficient target simulations.
• Collaborated with product and growth teams to hit monthly disbursal targets within budget.

Manager, Business Finance (May 2021 – Jun 2022)

• Oversaw budgeting and financial planning for lending products, partnering with cross‑functional teams to track performance and drive cost efficiencies.
• Supported decision‑making through data analysis and monthly financial reporting.
• Proposed tweaks to the lending customer flow that increased profitability by ~25%.
• Prepared monthly financial reviews, quarterly re‑forecasts and an annual operating plan for a lending product.
• Reported daily marketing costs and identified opportunities for cost reduction.

Education & Achievements

• MBA, Indian Institute of Management Ahmedabad (2019–2021) — GPA 3.09/4.33; top 20% in finance and accounting courses.
• B.Sc. in Statistics, Loyola College, Chennai (2015–2018) — GPA 9.37/10; department gold medallist and batch topper (rank 1 of 64 out of ~7,000 students).
• Skills: SQL & data analysis, product & design thinking, stakeholder management, roadmap prioritisation, prompting & working with large‑language models.