Vishal Sharma
Data & AI Transformation Leader
I help organizations design and deliver practical Data, AI, GenAI, Agentic AI, Cloud Analytics, BI, and Automation solutions that move from proof-of-value to production-ready enterprise platforms.
What I Do
Practical AI and data outcomes, not just slideware
Data & AI leader focused on turning enterprise data and AI ambition into measurable, production-grade outcomes across GenAI, Agentic AI, BI, and cloud analytics.
Core Capabilities
Capability Areas
Generative AI & RAG
Secure assistants, document chat, semantic retrieval, and LLM automation.
Agentic AI Automation
Autonomous workflows for finance, operations, and approvals with human-in-the-loop.
Data Engineering
ETL/ELT, data lakes, cloud platforms, and pipeline modernization.
BI & Executive Analytics
Power BI dashboards, KPI reporting, and embedded analytics.
Cloud Analytics
Azure, AWS, and GCP data platforms built for scale and governance.
AI Strategy & Readiness
Readiness assessment, roadmaps, governance, and executive advisory.
Proof of Value
Live Demos You Can Try
Working, gated demos — not slideware. Sign in to run them on your own files and data.
Document Intelligence — Ask Your Files
A live, gated demo: upload a PDF or text-based document and ask questions in natural language. LLM-agnostic — the same app runs on local models (Ollama, Llama) or any cloud LLM. This instance is powered by Gemini.
Structured Extraction — Documents to Clean Data
A live, gated demo: upload an invoice, receipt, résumé, contract, or business card and get back clean, schema-aligned JSON — fields, line items, and a one-line summary. LLM-agnostic; this instance uses Gemini.
Talk to Your Data — Natural-Language Analytics
A live, gated demo: load a CSV (or a built-in sample) and ask questions in plain English. The AI writes SQL, runs it against an in-memory SQLite engine, and returns a results table plus an auto-generated chart. LLM-agnostic; this instance uses Gemini.
Chat with the Articles — Grounded RAG Assistant
A live, gated demo: ask questions about Vishal’s published articles and get answers grounded strictly in them, with citations linking back to each post. The same RAG pattern the blog explains, running live. LLM-agnostic; this instance uses Gemini.
Auto-EDA Dashboard — Instant Data Profiling
A live, gated demo: upload a CSV (or a built-in sample) and get an instant exploratory data analysis — column profiling, auto-generated charts, and an AI-written summary of what stands out. LLM-agnostic; this instance uses Gemini.
Data Quality Scorecard — Trust Your Data
A live, gated demo: upload a CSV and scan it for missing values, duplicates, statistical outliers, and inconsistent formats. Get a per-column and overall quality score with severity-rated issues and AI-prioritized fixes. LLM-agnostic; this instance uses Gemini.
CSV Cleaner & Transformer — Wrangle in Plain English
A live, gated demo: load a CSV, then describe a cleanup in plain English — trim, standardize, split columns, deduplicate, filter. The AI writes a safe read-only transformation, shows a preview, and lets you download the cleaned file. LLM-agnostic; this instance uses Gemini.
Data Dictionary Generator — Document & Govern
A live, gated demo: upload a CSV and auto-generate a governance-ready data dictionary — inferred business meaning per column, PII flags, and sensitivity ratings — downloadable as Markdown. LLM-agnostic; this instance uses Gemini.
Experience
18+ years across Data, AI, Cloud & Enterprise Delivery
Data & AI Strategy Consulting
Assessment of enterprise data and AI readiness, identification of AI adoption opportunities, roadmap creation, governance model definition, and executive advisory support.
Generative AI and RAG Solutions
Design and development of secure AI assistants, document chat systems, enterprise knowledge search, semantic retrieval, and LLM-powered automation.
Agentic AI Workflow Automation
AI agents for business process automation, finance operations, vendor queries, document processing, approvals, exception handling, and human-in-the-loop workflows.
Power BI and Executive Analytics
Executive dashboards, finance dashboards, operational reporting, KPI reporting, embedded analytics, and business intelligence modernization.
Data Engineering and Cloud Platforms
ETL/ELT pipelines, data lake architecture, cloud data platforms, Azure Data Factory, SQL optimization, API integration, and data platform modernization.
AI Delivery and Solution Architecture
End-to-end solution design, architecture review, effort estimation, delivery planning, stakeholder alignment, and proof-of-value execution.
Insights
Recent Articles
Beyond the Blueprint: Designing Data & AI Architectures That Outlast the Hype
The organisations that thrive are not those with the most sophisticated stack today, but those with the structural clarity to absorb the next disruption without starting over. A view across three dimensions: architecture, team capability, and execution discipline.
Graph Databases Explained — with Code and Downloadable Sample Data
A hands-on introduction to property-graph databases: the data model, when to use them over relational, and a complete worked example in Cypher with sample data you can download and load yourself.
Building Document Q&A with Any LLM: File Handling, Prompting, and Guardrails
A walkthrough of the engineering behind the live Document Intelligence demo: how files are handled, how the prompt enforces grounding, the guardrails that keep it safe — and why the LLM is swappable (Ollama, Llama, or cloud).
Let's discuss your Data & AI roadmap
From proof-of-value to production — request a discussion or explore the live demo solutions.