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Mani Prabha Panda

Product Manager | Turning Data into Decisions | SaaS · Enterprise · Health-Tech | Built Products that Unlocked ₹41.8 Cr

Bengaluru

4+ years of work experience

ARUSTO
Apr 20266 moPresent

Remote

Own AI product workflows for enterprise learning clients, translating client requirements into model, prompt, and product configurations and validating LLM behavior through rapid prototyping and in-product testing. Improved delivery efficiency by cutting content build time 65% and manual QA effort 70%, while also running product and AEO/GEO experiments to improve AI-search discovery.
Biocon
Nov 20232 y 9 moAug 2026

Bengaluru

Owned product execution across inventory planning, procurement visibility, quality automation, and manufacturing workflows. Built data-driven solutions using SAP ERP, Power BI, and procurement/demand data that identified ₹41.8 Cr in inventory optimization, reduced working-capital lock-ins by 13.5%, improved visibility across 5 manufacturing sites, and scaled CoA verification and shelf-life tracking capacity by 80x.
InLabels
Aug 20221 y 3 moNov 2023

Remote

Built the product 0 to 1 as a Chrome extension that embeds SDR workflows directly into LinkedIn Messenger, integrating Outreach and LinkedIn Sales Navigator to define the core SDR experience and reduce lead-to-opportunity conversion time by 80% while increasing sales productivity by 57%.

Mani’s AI Stack

aistudio
aistudio
antigravity
antigravity
claude
claude
codex
codex
n8n
n8n
claudecode
claudecode

Education

BITSoM - BITS School of Management

Product Management with Generative & Agentic AI

BITSoM - BITS School of Management

20252025
amity University

Master of Business Administration, Product Management

amity University

20252 yrs2027

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Headline

Product Manager | Turning Data into Decisions | SaaS · Enterprise · Health-Tech | Built Products that Unlocked ₹41.8 Cr

About

I didn't start in tech. I started in a lab. After completing my Master's in Biotechnology, I made a deliberate move into Product Management, not because it was the easy path, but because I realized the most interesting problems sit at the intersection of data, users, and business outcomes. That intersection is where I've built my career. At Biocon, I own product strategy for internal enterprise platforms. I built a compliance dashboard that took manual QA from 8 hours to 10 minutes.. woohoo a 99% reduction. I designed a data-driven inventory system that translated supply chain complexity into ₹41.8 crore of unlocked working capital, presented directly to C-suite. Every product decision I've made has been backed by data, validated with stakeholders, and shipped with clear success metrics. Before that, at a B2B SaaS startup.. I proposed and drove the integration of Outreach into the core SDR workflow after identifying how fragmented tooling was costing the team enterprise customers. That decision directly contributed to new customer acquisition, and InLabels has since crossed $500K ARR. More recently, I led GTM content strategy at Arusto's Founder's Office, building AI-assisted content workflows using AEO and GEO optimization, running experiments, and translating complex L&D concepts into content that actually landed with corporate audiences. I'm currently deepening my AI expertise in Generative and Agentic AI, because I believe the next generation of great products will be built by PMs who understand AI deeply, not just conceptually. What I bring: → End-to-end product ownership from problem discovery to shipped feature → Stakeholder management up to C-suite level → Strong bias for data-backed decisions over gut feel → Comfort with ambiguity and speed, I've operated in both enterprise and startup environments If you're building something in SaaS, health-tech, or enterprise tech and need a PM who can move fast without breaking things, so let's talk. Email- pandamaniprabha@gmail.com.

Location

Bengaluru

AI stack

aistudio

antigravity

claude

codex

n8n

claudecode

Work experience

AI Product Consultant at ARUSTO, Apr 2026 - Present · 6 mo, Remote, Own AI product workflows for enterprise learning clients, translating client requirements into model, prompt, and product configurations and validating LLM behavior through rapid prototyping and in-product testing. Improved delivery efficiency by cutting content build time 65% and manual QA effort 70%, while also running product and AEO/GEO experiments to improve AI-search discovery.

Product Manager at Biocon, Nov 2023 - Aug 2026 · 2 y 9 mo, Bengaluru, Owned product execution across inventory planning, procurement visibility, quality automation, and manufacturing workflows. Built data-driven solutions using SAP ERP, Power BI, and procurement/demand data that identified ₹41.8 Cr in inventory optimization, reduced working-capital lock-ins by 13.5%, improved visibility across 5 manufacturing sites, and scaled CoA verification and shelf-life tracking capacity by 80x.

Associate Product Manager at InLabels, Aug 2022 - Nov 2023 · 1 y 3 mo, Remote, Built the product 0 to 1 as a Chrome extension that embeds SDR workflows directly into LinkedIn Messenger, integrating Outreach and LinkedIn Sales Navigator to define the core SDR experience and reduce lead-to-opportunity conversion time by 80% while increasing sales productivity by 57%.

Education

Product Management with Generative & Agentic AI, BITSoM - BITS School of Management

Master of Business Administration, Product Management, amity University

Public links

medium: https://medium.com/@devyology

medium: https://medium.com/@devyology