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shreyansh sangwan

@shreyanshsangwan

Applied AI Product Manager building scalable AI and data products end-to-end, with experience in computer vision, ML systems, and global teams.

India

Message

What I'm looking for

I’m looking for high-ownership AI Product Manager roles where I can build and scale AI-native products. I thrive in remote-first, async teams solving complex problems across AI, data platforms, and real-world systems, with end-to-end ownership of strategy, experimentation, and product outcomes.

Applied AI Product Manager and force multiplier with 5.5+ years of end-to-end ownership across Computer Vision, AI platforms, Enterprise SaaS, and FinTech - built for remote-first, async-driven, globally distributed teams. Architected nation-scale AI surveillance infrastructure spanning 90,000+ live camera streams, independently owning the full product lifecycle: YOLO model selection, mAP-driven evaluation, inference latency optimization, AWS cost management, and P&L accountability. Delivered ₹100Cr+ annual inflows in FinTech and drove 35% enterprise sales conversion in B2B SaaS. Operates documentation-first - drives async alignment through detailed PRDs, decision memos, and spec-driven development - enabling seamless collaboration with globally distributed engineering teams across time zones. Actively vibe-codes AI-powered tools using Cursor, Replit, and LLM APIs (GPT-4, Claude) to independently prototype, accelerate delivery, and compress time-to-ship. Deep fluency in CV frameworks (YOLOv4/v8, OpenCV, PyTorch), cloud infrastructure (AWS EC2/S3/Lambda), and AI product metrics (mAP, precision-recall, inference cost, model ROI).

Experience

Work history, roles, and key accomplishments

Senior Product Manager

Innovatiview

Aug 2024 - Mar 2026 (1 year 7 months)

Shipped AI surveillance platform monitoring 90K+ cameras and processing 5K+ daily alerts. Built dynamic YOLO switching that cut AWS costs ~50% while maintaining ≤0.5s inference latency. Reduced false positives ~20%, improved alert accuracy ~15%, and ensured 99.9% uptime via an AI Ops command center that reduced response time ~30%.

Product Management Stakeholder Management Product Strategy Data Analysis Test Automation User Engagement Agile Framework

Product Manager

ICICI Bank

Apr 2022 - Aug 2024 (2 years 4 months)

Drove 100% YoY revenue growth across 15+ HNI investment products with ₹100Cr+ annual inflows from 200+ transactions. Built real-time portfolio analytics dashboards accelerating investment decisions ~45%. Scaled advisory tooling used by 2.5M+ clients and 200+ advisors across 25+ locations. Automated compliance reporting reducing manual work ~60% with 100% on-time filings.

Product Management Data Analysis Research Agile Framework User Journey Mapping Stakeholder Engagement Training

MBA Summer Intern

ICICI Bank

Apr 2021 - Jun 2021 (2 months)

Researched COVID-19 impact on Mutual Fund SIPs in India. Analyzed industry AUM and flows vs ICICI Bank. Studied FinTech platforms driving 60%+ SIP inflows. Created user personas to improve iMobile Pay UI/UX and investor journey.

Research Data Analysis UX Design Heuristic Analysis Personas Market Trends Financial Analysis User Journey Mapping Competitive Analysis

Associate Product Manager

Genpact

May 2018 - May 2020 (2 years)

Built 0→1 B2B analytics tools on Salesforce Einstein, improving sales conversion ~35% via ML lead scoring across global teams. Led async product delivery across India, Europe, and the U.S. Redesigned analytics UI/UX increasing adoption ~25% and cutting onboarding time by 2 weeks. Authored documentation used by 300+ enterprise users across global markets.

Salesforce Software Development User Interface Design User Experience Design Data Analysis Documentation Team Collaboration Agile Methodologies

Summer Engineering Intern

Bharat Electronics Limited

Dec 2016 - Mar 2017 (3 months)

Analyzed IAF fighter aircraft fly-by-wire data. Built Python-SQL pipeline for mining, cleaning, and processing 1M+ near-real-time records daily. Produced analytical report with system improvements and future implementation roadmap.