About Me

I’m Mathew, a freelance AI consultant, with a strong foundation in mathematics, computational modeling and AI, honed through years of experience as a Quantitative Researcher. My work has involved building and optimizing high-impact models in fast-paced, data-intensive environments, where precision and scalability were critical. I bring expertise in Python, AI frameworks, and statistical analysis. I built Municodex to showcase how AI can transform dense legal documents into clear, contextual answers for everyday questions. If you're looking to bring capabilities like this to your business, get in touch with me below.

My consulting approach combines deep technical expertise with a strategic, outcome-oriented perspective. Not just building algorithms, but mapping every solution to meaningful business objectives.

Your AI Strategy Has a Blind Spot

Your board just asked about AI strategy. Your biggest competitor just launched their LLM integration. Your team has run some promising experiments, but turning them into production systems feels like climbing Everest.

Sound familiar? You are not alone.

Here's what nobody tells you: Getting an LLM to spit out a decent response is trivial. Building systems that scale, deliver consistent value, and actually move business metrics? That's where most teams hit a wall. They sink months into infrastructure challenges, struggle with hallucinations and edge cases, and burn through budget trying to figure out what 'good' even looks like.

How I Can Help

I've guided teams through these exact challenges, turning AI from a source of stress into a genuine competitive advantage. Whether you're:

• Racing to demonstrate AI capabilities to increasingly impatient stakeholders
• Trying to transform protoypes into production-ready systems
• Watching costs spiral while quality and reliability remain uncertain

I bring battle-tested expertise in building AI systems that actually deliver. No theoretical frameworks. No endless POCs. Just practical solutions that work at scale, with clear metrics and ROI.