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Sivakumar Portfolio

Hello, I am
Sivakumar

Lead Product Manager · Chennai, India

I build AI products that actually ship inside organisations that were not built for them.

At Renault Nissan, I built ASK with no mandate and no budget into the company's primary employee support system serving 10,000+ people daily. I built Ability into the first GenAI platform formally adopted in automotive manufacturing, starting with 6 designers across 3 countries before any leadership conversation happened.

My path has gone from founding team at a gifting startup, through hospitality SaaS in Southeast Asia, to enterprise AI at a global automotive group. Each stop gave me a different lens: consumer intuition, B2B go-to-market, and the art of building consequential software inside large organisations.

If you want to talk about AI product strategy, building platforms where they do not exist yet, or anything from this portfolio, I am usually just an email away.

GenAI and Agentic AI 0 to 1 Products Enterprise AI Platforms E-Commerce and SaaS Mobile Commerce IIM Tiruchirappalli Patent Filed
Core Strengths
AI Product
Agentic systems and LLM orchestration RAG pipelines and vector search HITL safety design GenAI platform architecture Computer vision and on-device ML
Product Strategy
0 to 1 product development Product-led growth (PLG) North star metric design Platform and ecosystem thinking Go-to-market strategy
Mobile, E-Commerce and Platform
Mobile app product management E-commerce and checkout optimisation Hyperlocal logistics and fulfilment Omnichannel conversational AI SaaS and subscription models
Leadership and Execution
Cross-functional leadership across Eng, Design, Business Stakeholder alignment and management Building without mandate or budget RBAC and compliance design LangGraph, Mem0, Python, Firebase, Figma
Products
In-Vehicle AI

IQ Cockpit

Multi-agent voice AI for Renault vehicles. Safety-constrained, learns from every trip. 5 vehicle lines globally.

DCI 7.1
from 18.4
4 agents
NAV CLI MED COM
Enterprise AI

ASK

Multi-agent LLM assistant. Built 0 to 1 with no mandate. LangGraph, multi-domain RAG, RBAC governance.

10K+
daily users
60%
ticket reduction
GenAI Design

Ability

First GenAI platform in automotive manufacturing. Stable Diffusion, Flux, LoRA per brand, Leap 100.

500K+
designs
250+
designers, 5 countries
Computer Vision

Nissan MIL

CV-based malfunction diagnosis. FPNLite on-device, AR overlay, VIN-based severity classification. Patent filed.

17K
users, 6 months
70%
false visits cut
Hospitality AI

SuperBot

Omnichannel conversational AI. Direct booking to cut OTA 30% commission. 5 channels, Adyen for SEA.

5
channels
15+
hotels
Workforce Intelligence

RODIS

WFH attendance and timesheet platform. 3-state ActivityVault, GreytHR sync. Built for 10,000+ employees at zero new budget.

60%
corrections cut
3 days
billing cycle saved
Case Studies
Mobile Commerce · 2013 to 2019

TinySurprise

Started as a mobile app developer on the founding team, grew into product. Built India's personalised gifting platform.

55% to 90% fulfilment · 3x seasonal growth
AR Product · Honest Case Study

Oho Cards

AR greeting cards. ProductHunt #3. Indiegogo at 40% of target. What happened when data was right but narrative was missing.

Honest case study
Hospitality SaaS · SEA

Wwalks

Mobile hospitality platform. GTM, service blueprint, omnichannel chatbot, room service digitisation.

15+ hotels · Singapore · Indonesia · Vietnam
Connected Vehicle

MyRenault Service Booking

Digitised the full vehicle service lifecycle. 83% phone-to-app migration in 150 days. 1.2M MAU.

83% migration · 150 days
Personal Product · WhatsApp AI

HelloMan

No-code WhatsApp AI for solopreneurs and SMBs. RAG semantic engine, CRM integrations, 5-minute onboarding.

50% bot creation success