Naresh Silla

AI Product Manager

Building generative AI products that drive customer engagement and revenue at Capillary Technologies. AI Product Hackathon Winner with hands-on expertise in production AI/ML systems.

Hackathon Winner

₹5L Prize

Revenue Generated

$30M+

Engagement Boost

18%

About

AI Product Manager at Capillary Technologies with a passion for building generative AI products that drive customer engagement and revenue. I combine hands-on AI/ML expertise from production platforms with product leadership to accelerate technical product decisions.

I'm an AI Product Hackathon Winner (₹5L cash prize) and Rookie Award recipient. My approach focuses on shipping products quickly, learning from real-world impact, and maintaining a strong technical foundation.

Experience

Product Manager

Capillary Technologies

Feb 2023 - Present
  • Led development of AiRA Copilot, an LLM-based agentic system for advanced loyalty promotions using simple English prompts, saving 400+ hours/monthly
  • Architected LLM integrations, RBAC, feedback loops, and bulk operations for enterprise scale
  • Designed and launched Milestones & Streaks, a gamified loyalty platform increasing user engagement by 18% and generating ~$30M in revenue
  • Designed & launched Alternate Currencies, driving 17% engagement increase while reducing financial liabilities

Data Science Practitioner

Accenture AI

July 2021 - Jan 2023
  • Designed & led development of runtime estimation, smart scheduler, and sampling selection features, streamlining processes and enabling creation of hundreds of scheduled runs simultaneously
  • Adopted by migrations teams, saving 1,200+ hours annually by automating scheduling

Data Scientist

Curl Analytics

Oct 2019 - July 2021
  • Developed end-to-end ML platform for accurate LT estimates across 16 ERPs on three continents, achieving RMSE of 0.3 days, benefiting 100,000+ customers globally
  • Developed time-series forecasting model adopted by hedge fund for price prediction system

Personal Projects

Skills & Tools

Product Skills

  • • Ideation & Prototyping
  • • PRD Detailing
  • • Roadmapping
  • • Prioritization
  • • Stakeholder Management
  • • User Research & Interviews
  • • Market Research

Tech Skills

  • • Python
  • • SQL
  • • Machine Learning
  • • API Testing
  • • UX Design
  • • Data Analytics

AI Tools & Platforms

  • • Claude Code
  • • Codex
  • • Vercel
  • • Lovable
  • • Bolt
  • • Figma
  • • Whimsical

Education

PGDM in Business Analytics

IIDT Tirupati

2018 - 2019

BTech in Electronics & Communication

Andhra University, Vizag

2014 - 2018

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