I’m a data analytics leader with over 16 years of experience helping organisations unlock value from data. My expertise spans analytics strategy, business intelligence, data governance, AI adoption, and building high-performing teams.

I enjoy partnering with executives to solve complex business challenges while mentoring analysts and creating modern analytics capabilities that scale.

Leadership Philosophy
Great analytics isn’t about dashboards. It’s about enabling better decisions.
01

Decision-first analytics

Every dashboard, pipeline, and model should trace directly back to a decision someone needs to make. If it doesn’t, it isn’t valuable — it’s decorative. The question I ask before any build is: what will change once someone sees this?

02

People before technology

Platforms don’t create data cultures — people do. The best technology investment is the one that makes your team trusted by the business, not the one that impresses a vendor. Adoption is the metric that matters most.

03

Build trust through data

Data governance isn’t a compliance exercise. It’s the foundation on which every analysis, every model, and every business conversation depends. An organisation that trusts its data moves faster — and more confidently — than one that doesn’t.

Core Expertise

Where 16 years of depth lands

Four domains, each built through sustained practice — not certifications alone.

Leadership
Strategy Executive Communication Stakeholder Management Team Building
Analytics
Business Intelligence KPI Design Forecasting Customer Analytics
AI
Generative AI Predictive Analytics AI Governance Automation
Technology
SQL Python Power BI · Tableau Azure · Snowflake Databricks
Side projects

The same instinct, off the clock

Turning a real, specific problem into something people can actually use — that’s the job. It’s also what I keep doing for fun.

Live build

Kalasandhya 2026 — Event Coordination

A full event-management app built for organising our community’s annual Onam celebration — programs, participants, sponsors, and the final run sheet, all in one place.

kalasandhya.netlify.app →
Program & participant roster management with live sync
Drag-and-drop sequence builder for the night’s running order
Sponsor tracking and a computed final run sheet with timings
Live build

Kalasandhya 2026 — Performance Upload Portal

A public-facing upload portal so performers can submit their own audio and video directly — landing straight into a private Drive archive, no manual collection required.

kalasandhya-uploads.netlify.app →
Chunked, resumable uploads built to survive flaky connections on large video files
Server-verified success — never tells a submitter “done” until Drive confirms it
OAuth-based, so every file lands directly in my own Drive, no third party involved
Live build

FIFA World Cup 2026 Dashboard

A live tournament companion — scores, fixtures, and a Hall of Fame back to 1930 — built mostly because I wanted a better way to follow the tournament than scattered apps and sites.

fifaworldcuplive-sandy.netlify.app →
Live scores, fixtures, and group standings, auto-updating
Historical Hall of Fame — every World Cup, winner, and Golden Boot since 1930
A tournament simulator with form-based, random, and host-boost prediction modes
What I believe

Five principles I won’t compromise on

Not a framework. Not a methodology. Just the things I’ve learned the hard way and held onto.

01

Data without a decision is just storage

Every dashboard, model, and pipeline should trace back to a decision someone needs to make. If you can’t answer “what changes when someone sees this?” — stop building it. The world has enough beautiful charts nobody acts on.

02

The business problem always comes first

Technology is a means, not a destination. I’ve seen organisations spend years modernising platforms while the same broken questions go unanswered. Start with what the business is trying to decide. Everything else follows.

03

Trust is the only currency that matters

Executives don’t use data they don’t trust — and they’re right not to. Data governance isn’t bureaucracy; it’s the foundation every analysis, model, and conversation depends on. An organisation that trusts its data moves faster than one that doesn’t. Full stop.

04

Teams beat platforms, every time

No technology has ever built a data culture. People do. The best investment is the one that makes your team trusted by the business — not the one that impresses a vendor. A motivated, aligned team with average tools will outperform a brilliant platform with disengaged people, always.

05

AI amplifies judgment — it doesn’t replace it

The leaders who will thrive in an AI-augmented world aren’t the ones who know the most about AI — they’re the ones who ask the best questions. Curiosity and critical thinking compound. Prompt-following doesn’t.

My career is driven by solving complex business problems, but my life is enriched by family, travel, learning, and meaningful conversations. Those experiences shape how I lead, collaborate, and approach every challenge with curiosity and empathy.