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.

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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

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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

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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

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

3 11mo ago

trading-audit-dashboard

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

algorithmic-tradinganthropicbacktestingcfd

Python 121d 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 11mo ago

fpl-moneyball-newsletter

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

Python 17mo ago

claude-token-watch

Real-time token usage, cost tracking, and context health dashboard for Claude Code

1mo ago

claude-skills

Claude Code skills for Indian equity research & institutional financial modeling (NSE/BSE)

bseclaudeclaude-codedcf

1mo 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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