Who We Are
Dedicated. Results-Driven.
Derive is an independent AI & Data Science consulting practice led by a seasoned expert. Think of it as a boutique consultancy that delivers big-firm results with the personal touch of a solo operator. We provide custom development, analytics solutions, and even training in machine learning and artificial intelligence, adapting to any industry or vertical.
Flexible. Nimble. Agile.
Being a small, founder-led outfit makes us highly flexible and innovative – we quickly tailor our approach to each client’s situation. Our driving mission is simple: leverage our deep experience at the intersection of business and technology to help organizations make better, smarter decisions driven by data. In short, we exist to provide sustainable value and give you a competitive edge through AI and analytics.
When you partner with Derive, you’ll notice the difference in our engagement style. No faceless teams or hand-offs – the expert who scopes your project is the one building it. We work collaboratively with you as part of your team, ensuring that solutions make sense in your business context. We also operate with full transparency: you’ll have a clear project plan with defined milestones, and we welcome questions and ideas at any point. Our measure of success isn’t just ticking off deliverables; it’s seeing your organization reach new heights because your outcomes are the true measure of our impact.
Enterprise-Grade Expertise Across Wide Verticals
Founder & Principal
Meet Vishal Patel
Vishal Patel founded Derive to offer companies a better way to implement Data Science, ML, and AI – one rooted in expertise, integrity, and personal dedication. He brings over twenty years of hands-on experience in data science, ML, and AI. Vishal has solved a wide array of business challenges using data, math, and code. As a lead data scientist, he implemented innovative analytics systems that enhanced decision-making and marketing performance for several Fortune 100 clients. He has also built cloud-based machine learning products from the ground up and coached teams of junior data scientists on rigorous, repeatable modeling practices.
Quality First
We take pride in delivering high-quality work every time. From rigorous data analysis to well-engineered code, excellence is our standard.
High Collaboration
Clients aren’t just customers – they’re partners. We prefer to work side by side with you, integrating with your team and sharing knowledge openly.
True Partners
We don’t just meet commitments and walk away. We go further, striving to ensure the work we do genuinely helps you succeed in your long-term goals.
Transparency & Clarity
Trust is built through honesty and clarity. We maintain clear communication throughout the engagement, explain our methods in plain language, and avoid buzzwords. You’ll always understand what we’re doing and how the results were achieved.
Empowerment Over Dependency
While we love ongoing relationships, we never aim to make you reliant on us. We build solutions your team can maintain and scale, and we’re happy to train or mentor your staff. If you want to continue working together, it will be by choice, not necessity.
Education & Thought Leadership
Data science and AI are ever-evolving fields, and we stay at the cutting edge. We invest time in research, writing, and speaking about the latest advancements. This passion for learning isn’t academic – it directly benefits our clients as we bring fresh, proven ideas to the table.
StrAItegic Insights
Noble’s Coding Principles — Updated for the AI Era
In this ever-evolving world of software development, Noble’s coding principles remain remarkably relevant: 1️⃣ Someone unfamiliar with your project should be able to look at your computer...
The Two Archetypes of Data Scientists: Jack and Jane
While AI engineers are building powerful systems, data scientists bring some unique skills that are often overlooked — yet absolutely crucial.
Writing In the Age of AI
While AI engineers are building powerful systems, data scientists bring some unique skills that are often overlooked — yet absolutely crucial.