Full Stack Engineer & Aspiring ML Practitioner

Full Stack Engineering & Architecture

Building production-grade MERN and Next.js applications for real-world clients. Focused on engineering scalability, high-performance architectures, and user-centric design principles. Delivered complex systems that handle real-world traffic with precision and reliability.

Machine Learning Pivot

A rigorous transition beyond standard web engineering. Pivoted focus to the foundations of intelligence—mastering Linear Algebra, Multivariate Calculus, and Neural Networks from scratch. Implementing model architectures from first principles to truly understand the mathematics of thought.

Engineering Systems that Think

Bridging the gap between software engineering discipline and intelligent adaptation. My focus is on creating synergy between robust system architecture and machine learning research, building intelligent systems that are as scalable as they are adaptive.