Shriyashish Mishra.
Shriyashish Mishra
Product Manager
now at Meril Life Sciences

I'm Shriyashish, a product manager. I build AI products, and I work on growth and engagement.

Right now I lead AI product development for clinical and enterprise workflows at Meril Life Sciences. Before that I owned the CRM and growth charter at Eka Care, and drove adoption of radiology AI at Qure.ai.

See my AI products Resume
AI

AI products I've built

6 builds · shipped and open source
Vibe coding · Platform

Architect 2.0

A vibe-coding platform with two front doors: prompt an app into existence, or drop into the file tree and terminal and take over. Real auth, database and GitHub import; the agent run is simulated.

Concepts covered
Agentic workflowsPrompt-to-appHuman-in-the-loop UXDual-persona designPrototype vs production scoping
Try it live
Open source · Agents

Who Broke It?

A coordination layer for teams building with humans and AI coding agents. Keeps a living graph of tasks, owners and contracts in the repo, and shows what an agent's change breaks downstream.

Concepts covered
Multi-agent coordinationAgent orchestrationDependency graphContract-based handoffsDeveloper tooling
Visit website
Fitness · AI

Project Hulk

An AI fitness app that ties together workouts, nutrition, recovery and progress, and turns them into personalized insights.

Concepts covered
AI coachingPersonalizationInsights from user dataHabit loopsRetention
Try it live
RegTech · AI

RegImpact AI

Checks Indian fintech products against RBI's digital lending and KYC/AML rules, with a citation for every finding.

Concepts covered
RAGCitation-backed answersHallucination controlExplainabilityRisk scoring
Try it live
LLM · Tooling

ProductBattle AI

Replaces manual competitor research. AI agents find competitors, compare features and ratings, and score each product out of 10.

Concepts covered
Multi-agent pipelineHallucination controlCompetitive analysisFeature gap analysisWeighted scoring model
Try it live
Career · Claude skills

Cooked or Hired

A brutally honest hiring simulator. Three panelists (HR, hiring manager, CEO) score your resume for a given company and role, then hand you a fix-it list and likely interview questions.

Concepts covered
Prompt engineeringClaude skillsMulti-persona evaluationRubric designCost vs reach trade-offs
View on GitHub
Work

Product case studies

3 case studies · strategy, growth, go-to-market
01 · Engagement

Keeping WhatsApp groups active

Why WhatsApp groups go quiet over time, and four features that could bring people back without complicating the app.

Why do active groups go quiet, and what brings people back?

Concepts covered
User researchCompetitor analysisFeature prioritizationNorth-star metricRisks & trade-offs
● North star: weekly active group participants
Read case study
02 · Consumer growth

A loyalty program for Spotify

Rewarding listening with points and short Premium trials, so free users get a real reason to upgrade.

How do you give free users a real reason to upgrade?

Concepts covered
Opportunity scoringGamificationFreemium conversionImpact modelingSuccess metrics
● +8% listening hours · +2pp Premium (modeled)
03 · Go-to-market

Launching BluSmart in Mumbai

A launch plan for a 150-car EV fleet: which areas to start in, how many drivers and chargers, and how to win riders.

Where do you launch 150 EVs, and what has to be true to keep them busy?

Concepts covered
Go-to-marketCapacity planningSupply planningLaunch sequencingRider acquisition
● 150 EVs · ~12 trips per car per day
60%
Increase in activated users
Eka Care
40%
Lift in product adoption
Qure.ai
20%
Growth in lead conversion
Eka Care
3+
Years in product management
Since 2023
About

A bit about how I work

I like problems that are still fuzzy: working out what users actually do, what the business needs, and where new technology genuinely helps.

My approach is simple: understand the problem properly, test assumptions before scaling, and ship with care.

  1. Discover
    Problem discovery

    Understand what users need and what's technically possible before jumping to solutions.

  2. Validate
    Experimentation

    Test assumptions with MVPs and data before committing to scale.

  3. Deliver
    Execution

    Turn strategy into shipped product, with quality in check and the whole team aligned.

  4. Amplify
    AI where it helps

    Use LLMs and agentic workflows where they clearly improve outcomes or remove manual work.

Experience
  • 2026–nowMeril Life SciencesProduct Manager · AI 0→1 · 9m

    Leading AI product development for next-generation clinical and enterprise workflows.

    • Identified high-impact AI opportunities through structured user research
    • Designed workflow systems built around agentic AI models
    • Set up architecture reviews for high-stakes clinical AI use cases
    0 → 1
    AI product charter
    Enterprise
    Clinical scale
    Regulated
    AI evaluation
  • 2024–25Eka CareProduct Manager · Growth · 1y 8m

    Owned CRM product and growth charter across healthcare providers and clinical partners.

    • Shipped major platform features end to end
    • Scaled enterprise workflows for healthcare and clinical partners
    • Worked with engineering to speed up the CRM and its reporting pipelines
    +60%
    Activated users
    3,000–4,000
    Monthly leads
    +20%
    Lead conversion
  • 2023–24Qure.aiProduct Manager · Adoption · 11m

    Drove product adoption for radiology AI across Tier-1 global markets.

    • Led global product rollouts across Tier-1 markets
    • Removed operational bottlenecks by reworking workflows
    • Aligned technical, clinical, and sales teams on delivery
    +40%
    Product adoption
    20+
    Agile sprints
    Global
    Deployments
Toolkit
Product
Product Strategy, Product Discovery, User Research, Prioritization, Roadmapping
Growth
Funnel Analysis, KPI Tracking, Experimentation, SQL
Execution
Agile Delivery, Stakeholder Mgmt, Workflow Design, API Integrations
AI
AI Product Mgmt, Prompt Engineering, Agentic Workflows, AI Evaluation
Tools
Claude & ChatGPT, Cursor & Figma, Lovable, Jira & Postman, n8n
Exploring
AI PM, Agentic Workflows, Product Strategy, Growth Systems, Modern Dev
Contact

Hiring, or working on a hard product problem? Let's talk.

shriyashishm@gmail.comLinkedIn GitHub