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.
Looking for a job
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.
IndiaWhat I'm looking for
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
IN
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%.
IB
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.
IB
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.
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.
BL
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.
Education
Degrees, certifications, and relevant coursework
IJ
Indian Institute of Management Jammu
MBA, Marketing and Finance
2020 - 2022
Grade: 3.7
Activities and societies: Senior Corporate Hiring Committee Member
Responsible for successful corporate hiring assistance to more than 600+ students during the peak COVID period.
Vellore Institute of Technology Vellore
BTech, Computer Engineering
2014 - 2018
Grade: 4.2
Activities and societies: Volunteer at VIT Tech Fest Finance Committee
Assisted core committee members in daily operations for smooth functioning
Tech stack
Software and tools used professionally
Availability
Looking for a job
Location
IndiaAuthorized to work in
Salary expectations
33k-180k USD
Job categories
Product ManagerLead Product ManagerGroup Product ManagerGrowth Product ManagerTechnical Product ManagerTechnical Project ManagerProduct Development ManagerProduct LeadProduct OwnerProduct Marketing ManagerProduct Operations ManagerProduct EngineerProductDigital Project ManagerProject Development ManagerIT Project ManagerProject CoordinatorProduct ManagerProject Manager
Skills
Project ManagementProblem SolvingCommunicationUser ResearchUser Experience DesignUser TestingTechnical DocumentationArtificial IntelligenceProduct DesignProduct MarketingB2G StrategiesB2BB2CProduct ManagementStakeholder ManagementUI UX DesignAgile FrameworkMarket ResearchUser Journey MappingHeuristic AnalysisFigma
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