Why Every EdTech Startup Needs an AI-First Architecture
The edtech companies that will win the next decade aren't adding AI as a feature -- they're building it into their foundation. Here's the architectural blueprint.
Read moreFounder, engineer, and AI strategist helping organizations harness machine learning to solve real problems.
Founded Companies
AI-powered literacy platform transforming how people read and learn
ireadifybooks.comB2B AI consulting for enterprise ML adoption and deployment
Enterprise ConsultingServices
From strategy to shipping, I help teams build intelligent systems that create lasting value.
End-to-end ML pipeline design, model selection, and deployment strategy. I help you choose the right approach, avoid costly mistakes, and build systems that scale.
Python, React, cloud infrastructure -- from prototype to production. I build robust, maintainable applications with modern tooling and best practices.
Predictive modeling, NLP, computer vision, and business intelligence. I turn raw data into actionable insights and production-grade ML systems.
CTO-as-a-service, team building, code review, and engineering culture. I help organizations build high-performing technical teams and sustainable processes.
Portfolio
A selection of projects that demonstrate breadth across AI, engineering, and product development.
AI-powered adaptive reading platform with personalized content, text-to-speech, and intelligent recommendations.
Enterprise AI consulting framework for rapid ML adoption, from assessment to production deployment.
Book recommendation engine using collaborative filtering and NLP-based content analysis.
NLP-powered academic paper search with vector embeddings and semantic similarity ranking.
LLM-powered financial analysis assistant with real-time market data and portfolio insights.
Quantitative trading strategy backtester with statistical analysis and risk management modules.
Process
A proven engagement process designed to deliver results efficiently and transparently.
We discuss your challenges, goals, and technical landscape. I ask the hard questions early so we can move fast later.
I architect the solution and build it with your team. Weekly checkpoints keep everything aligned with your vision.
Deploy to production with monitoring, documentation, and a thorough handoff. Your team owns it from day one.
Expertise
A deep and evolving toolkit spanning the full AI and software development lifecycle.
Testimonials
Trusted by engineering leaders and executives to deliver results that matter.
Clarence brought a rare combination of deep technical skill and business acumen to our AI initiative. He didn't just build models -- he transformed how our team thinks about data.
The Readify platform is a testament to Clarence's vision. From concept to 500+ users, he built something that genuinely improves lives. That combination of technical depth and human empathy is rare.
Working with AcceLLM cut our ML deployment timeline from 6 months to 6 weeks. Clarence's architecture decisions saved us hundreds of thousands in cloud costs.
Insights
Thoughts on AI, engineering leadership, and building products that matter.
The edtech companies that will win the next decade aren't adding AI as a feature -- they're building it into their foundation. Here's the architectural blueprint.
Read moreYou don't need a data center to train powerful models. I migrated my entire ML workflow to a consumer AMD GPU -- and the results surprised me.
Read moreA background in quantitative finance taught me more about building software than any bootcamp ever could. Risk modeling, systems thinking, and first principles.
Read moreWhether you need AI strategy, a technical co-founder, or hands-on engineering -- I'm here to help turn your vision into production-ready reality.