AI & Analytics Leader

Vishal Jaiswal

Q: What kind of mentoring do you offer?

1:1 sessions for data leaders, product managers, and analysts integrating AI. Covers AI strategy, building with Claude/LLMs, data product development, and career coaching.

Q: Who is the PM × Claude Prompt Library for?

Product managers, analysts, and team leads using Claude or ChatGPT. 300+ prompts covering discovery, roadmapping, stakeholder management, metrics, and more.

Q: Do you work with companies, or only individuals?

Both. For individuals: mentoring, async reviews, and digital resources. For companies: AI strategy, data platform advisory, and analytics team consulting.

15+ years defining enterprise data strategy, building AI/ML products, and scaling teams. $50M+ in measurable commercial value delivered across e-commerce, fintech, and global enterprise.

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LinkedIn GitHub

500+ professionals mentored

$50M+

Commercial Value Delivered

15+

Years of Experience

20+

Member Team Built & Led

Areas of Focus

How I Help You

Turning data, AI, and strategy into outcomes that move the needle.

AI Leadership

Designing and deploying AI systems for enterprise use — LLM workflows, agentic pipelines, and AI-powered research tools that replace manual, error-prone processes.

Analytics & Data

Python-powered data platforms, statistical modelling, and dashboards that give decision-makers a single source of truth across complex, multi-source datasets.

Algorithmic Trading

Quantitative strategy design, backtesting frameworks, and systematic trading — combining statistical rigour with AI to find edge in equity, macro, and crypto markets.

1:1 Mentoring

Personalised sessions for professionals looking to break into AI, level up their data career, or integrate Claude and AI tools into their daily workflow. Book a call to get started.

What I Build

Everything in one place.

Research

Free

AI & Equity Insights

Long-form articles, India equity deep-dives, and AI frameworks for data leaders.

Read Research

Prompts

Free

PM × Claude Prompt Library

300+ battle-tested prompts for product discovery, roadmapping, metrics, and execution.

Browse Prompts

Tools

Free

AI Tools Directory

72+ curated AI tools across coding, research, writing, and analytics — updated regularly.

Explore Tools

Open Source

Free Download

Trading Audit Dashboard

Forensic trading analytics with 70+ metrics, Monte Carlo simulation, and live broker parsing.

View Project

Featured Research

Latest Analysis

India Equity Valuation · March 2026

India Equities: The Case No One Wants to Hear Right Now

The Nifty/Gold ratio is at a 30-year low. Large-cap PE is in the 30th percentile. Bank Nifty and Nifty IT are at multi-year z-score cheapness.

Read the full analysis

Nifty 50 PE

20.3x

13% below 10-yr avg

Nifty/Gold Ratio

1.45x

30-year low

S&P 500 PE

27.2x

+37% above 10-yr avg

Bank Nifty PE

14.8x

−1.4σ below own mean

Latest Work

Research & Insights

View all

IntermediateAI Agents · Product Management

AI Agents for PMs: 4 Agents That Work While You Sleep

Sprint retros, stakeholder briefings, customer interview synthesis, OKR tracking — each with a copy-paste prompt.

AI AgentsCoworkClaude Code

Read article

BeginnerAI Agents · Product Management

AI Agents for PMs: 4 Agents to Automate Your Week

Weekly status reports, candidate screening, release notes, and inbox triage. No coding required.

AI AgentsNo-CodeCowork

Read article

BeginnerClaude Code · Product Management

Claude Code for PMs: 4 Projects to Start With

PRD auto-generator, user story factory, meeting notes to actions, competitive brief — all with prompts.

Claude CodePRDAgile

Read article

AnalysisIndia Equity Valuation · March 2026

India Equities: The Case No One Wants to Hear

The Nifty/Gold ratio is at a 30-year low. Bank Nifty and Nifty IT at multi-year z-score cheapness.

IndiaNiftyValuation

Read article

GitHub · Auto-updated hourly

Open Source & Code

View all on GitHub

ai-native-pm-os

The exhaustive guide to mastering Claude for Product Managers. Build your AI-native PM OS from scratch — PRDs, research synthesis, stakeholder decks, and autonomous agents. 11 modules, 40+ hours, real deliverables.

ai-agentsai-courseai-nativeanthropic

Shell 104 14yesterday

india-equity-report-skill

Institutional-quality equity research reports for NSE/BSE stocks. Generate comprehensive Buy/Sell/Hold analysis with zero hallucination using Claude Code. Multi-model valuation, forensic accounting, technical analysis & TAM sizing. MIT License.

bseclaude-aiclaude-codeclaude-skill

23 6yesterday

goog-geo

GEO audit Claude skill — audits any URL for Generative Engine Optimization based on Google's official AI optimization guide

JavaScript 11 23mo ago

build-with-agents

Free 7-day hands-on challenge to build real agentic AI automations with Claude Code.

agentic-aiai-agentsai-workflowsautomation

3 34d ago

indian-stocks-mcp

Ask Claude about Indian stocks. Minute-by-minute. No setup.

backtestingclaudefinanceindia

323d ago

trading-audit-dashboard

Forensic trading audit dashboard for any broker — Kelly sizing, Monte Carlo, behavioral analytics. Claude skill.

algorithmic-tradinganthropicbacktestingcfd

Python 3 11mo ago

ai-hedge-fund

Free AI investment committee for Claude — 13 legendary investors + 5 system agents. One command to install.

Python 217d ago

mirofish-en

English translation of MiroFish — a multi-agent swarm intelligence engine for AI-powered prediction & simulation using knowledge graphs, LLMs, and the OASIS framework.

aienglish-translationknowledge-graphllm

Python 16mo ago

fpl-moneyball-newsletter

A snarky FPL newsletter generator using the Fantasy Premier League API.

Python 11y ago

vishalmdi

3mo ago

FAQs

Got questions? Let's clear things up.

Everything you need to know about working with me.

What kind of mentoring do you offer?

I work with data leaders, product managers, and analysts who want to integrate AI into their workflows. Sessions cover AI strategy, building with Claude/LLMs, data product development, and career coaching. Sessions are 1:1, 60 minutes, and tailored to your specific challenge.

Who is the PM × Claude Prompt Library for?

It's designed for product managers, analysts, and team leads who use Claude or ChatGPT in their day-to-day work. The 300+ prompts cover discovery, roadmapping, stakeholder management, metrics, and more — all tested in real PM workflows.

Can you help with equity research or financial analysis?

Yes. I publish India-focused equity research and have built AI-powered financial modelling tools. I'm happy to discuss analytical frameworks, valuation approaches, or how to build your own data-driven investment process using AI tools.

How quickly do you respond to async Q&A submissions?

I aim to respond within 48 hours on weekdays. Async reviews (CV, portfolio, analysis) come back with written feedback and specific, actionable suggestions — not generic notes.

Do you work with companies, or only individuals?

Both. For individuals I offer mentoring, async reviews, and digital resources. For companies I advise on AI product strategy, data team structure, and analytics infrastructure. Drop me a message on LinkedIn or book a call to discuss team engagements.

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Ready to build something remarkable?

15+ years of AI, data, and product strategy — ready to help you unlock measurable value.

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