Data Science & Predictive Analytics
Forecasting, risk scoring, and AI tools you can actually interpret, with no black boxes. I build models your team can explain to stakeholders and act on with confidence.
I'm Ashita Diwan, a Vancouver-based data scientist and analytics consultant. I help teams cut through the noise and answer the questions that actually move the business.

Most teams don't have a data problem. They have an answers problem. There's plenty of information; what's missing is a clear read on what it means and what to do next. That's the gap I work in.
Forecasting, risk scoring, and AI tools you can actually interpret, with no black boxes. I build models your team can explain to stakeholders and act on with confidence.
Reporting and dashboards that answer real questions instead of adding more charts. KPI frameworks, performance analysis, and the one view your team checks every morning.
Find where time and margin leak, then fix it. I map how work actually flows, spot the bottlenecks, and design practical automation that fits the team you already have.
A couple of recent engagements, anonymized. Same pattern each time: start with the question that's actually keeping someone up at night, then let the data settle it.

I'm a data scientist and analytics consultant based in Vancouver, with a Master of Data Science from UBC. I started VysionCo to do one thing well: help organizations make sense of their data and turn it into decisions they can stand behind.
My work runs the full range, from predictive models and LLM/RAG tools to the less glamorous but critical work: cleaning messy data, untangling reporting, and figuring out why two numbers that should match don't.
Whether I'm working with a leadership team, an operations department, or the technical folks, the goal stays the same: give you an answer you can act on, explained in language you don't need a data team to translate.
I translate technical work into decisions you and your stakeholders can actually understand, then defend in the room.
I'd rather ship a simple model you can explain than a complex one nobody trusts. No black boxes, no hand-waving.
Limited data, tight budget, small team? That's most projects. I find pragmatic solutions that fit what you actually have.
Understand your goals, the real question, and the systems behind it.
Dig into the data to find the patterns, bottlenecks, and opportunities.
Turn findings into practical recommendations, models, or dashboards.
Implement it, explain it in plain English, and support the decisions.
Trying to understand your data, tighten a process, or make a call you can defend? Grab a free 30-minute intro call and we'll talk through what you're working on and whether I can help.
Tell me a little about what you're working on. I read every message myself and reply personally.