Punit Kumar
@punitkumar4
Product Manager building AI/agentic and LLM platforms, driving faster decisions, better compliance, and scalable agent workflows.
IndiaWhat I'm looking for
I’m a Product Manager specializing in AI, LLM, and agentic AI products, and I’ve spent 3+ years building ML/LLM platforms across Banking, Insurance, and Retail. At SingleInterface, I own the AI/agentic roadmap and pioneered an AEO/GEO strategy to diagnose brand visibility gaps across Claude, ChatGPT, Gemini, and Perplexity.
I designed the gap-diagnosis pipeline and recommendation strategy for brands to improve AI visibility, projected to unlock ₹50 Cr+ in incremental annual revenue. I also revamped agentic architecture, improving response accuracy by 10pp and reducing end-to-end latency by 40%.
Before that, at Newgen Software, I built an Agentic AI Workflow for credit decisioning with risk scoring and compliance checks, accelerating decisions by 21%. I collaborated with 5 data scientists on acceptance criteria (AUC, F1), and I developed preprocessing pipelines and BI dashboards for regulatory and risk monitoring, improving operational efficiency by 40%.
I led multiple AI product efforts at Newgen too—taking AI Agent Studio from concept to MVP with an Azure-based architecture, rolling out an MCP-based agent orchestration module with 30+ tools, and delivering a reasoning agent for call analytics that enabled 100% call audits across 90+ quality parameters.
Experience
Work history, roles, and key accomplishments
Product Manager
SingleInterface
Mar 2026 - Present (5 months)
Researched AEO/GEO space and conceptualized a 0-to-1 product to diagnose brand visibility gaps across AI channels, projected to unlock ₹50 Cr+ in incremental annual revenue. Revamped agentic architecture, improving response accuracy by 10pp and reducing latency by 40%.
Product Manager
Newgen Software
Apr 2023 - Feb 2026 (2 years 10 months)
Built an Agentic AI Workflow for credit decisioning, accelerating decisions by 21%. Led AI Agent Studio from concept to MVP, delivering prototype 30% faster. Designed GCP-based deployment architecture for call analytics, enabling 100% call audits.
Education
Degrees, certifications, and relevant coursework
Indian Institute of Management, Calcutta
Master of Business Administration, Business Administration
Activities and societies: Campus winner (among 60+) and offered PPI, Park Plus case competition; Campus finalists (1/6 among 80+), Reliance TUP; National semi-finalist (1/33 among 1.5k+), PwC ACE challenge; Campus finalists (among 60+) EY business case competition
MBA from Indian Institute of Management, Calcutta in 2023. Campus winner among 60+ in Park Plus case competition and campus finalist in Reliance TUP.
BIT Sindri
Bachelor of Technology, Mechanical Engineering
Activities and societies: President, SAEINDIA BIT Sindri: Led a 50-member team to AIR 25/250 at SAE E-Baja; grew sponsorships to INR 3L+ (190% ↑). Placement Co-ordinator: Onboarded 4 new recruiters, coordinated drives across 30 companies, driving 30% YoY growth
B.Tech in Mechanical Engineering from BIT Sindri in 2021. President of SAEINDIA BIT Sindri, led a 50-member team to AIR 25/250 at SAE E-Baja.
Availability
Location
IndiaAuthorized to work in
Job categories
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