Software Development Projects

Built a production-grade AI-powered educational SaaS platform on the MERN stack with role-based access control (RBAC), supporting distinct workflows for student and admin roles across a multi-user system. Integrated LLM capabilities to deliver personalised learning experiences — treating AI as infrastructure within the backend, not a surface-level feature bolted onto the UI. Architected the full backend from scratch including REST API design, MongoDB schema modelling, and authentication logic, mirroring the engineering decisions made during the IEMRF internship.

Designed and trained a computer vision pipeline for plant disease detection from leaf images, annotating a custom dataset using Roboflow and benchmarking it across three YOLO generations (v8, v9, v11). Achieved approximately 92% mAP on the custom-annotated dataset, systematically comparing model performance across generations to understand real accuracy and speed trade-offs. Managed the full ML workflow end-to-end — dataset preparation, annotation, model training, evaluation, and cross-version benchmarking — without any pre-built template or tutorial scaffold.

Implemented a Model Predictive Control (MPC) simulation for EV battery management, directly applying electrical engineering control theory to a software simulation environment. Modelled battery state dynamics and designed the predictive control loop to optimise charge/discharge behaviour within defined constraints — bridging EE domain knowledge and Python-based simulation. Demonstrates the systems-thinking approach that an EE background brings to software: designing for state, prediction, and correction rather than purely reactive logic.

My personal portfolio website designed to showcase my journey as a Software & AI Engineer. Features dynamic sections about my bio, skills, experience timeline, and project list with clean typography and smooth micro-animations.

A fully responsive and user-friendly survey form built with HTML & CSS. Focuses on clean form validation, custom element styling, and device-responsive styling.

A recreation of the National Testing Agency (NTA) competitive exam login interface, optimized with modern CSS styling and responsive layouts for desktop and mobile viewports.

My very first project displaying biographical details. Built strictly using semantic HTML only to learn and test the structure and properties of basic web elements.