Projects

MSc Dissertation: Synthetic Histopathology Image Generation with Diffusion Models

University of Surrey, Guildford, UK

My MSc thesis focused on addressing data scarcity and privacy constraints in computational pathology by generating high-fidelity synthetic histopathology images. The project involved developing a multi-faceted evaluation framework and fine-tuning a Latent Diffusion Model (Stable Diffusion v1.5) on the TCGA-BRCA dataset. The generated data was proven to be a safe and effective tool for data augmentation, significantly improving a downstream cancer classifier's performance (up to a +.247 AUROC increase) in simulated data-scarce scenarios.

PathoLens: AI-Powered Histopathology Analysis

London, UK

An advanced clinical support platform designed to assist pathologists in detecting breast cancer from histopathology images. PathoLens utilizes a ResNet18 deep learning model enhanced with Grad-CAM for visual explainability, providing not just predictions but also heatmap visualizations of where the AI is focusing. Key features include automated PDF report generation for clinical documentation and a comprehensive analytics dashboard to monitor and evaluate model performance.

Diabetic Retinopathy Grading with Vision Transformers

University of Surrey, Guildford, UK

A comprehensive deep learning project for the 'Applied Machine Learning' module at the University of Surrey. This work involved a comparative analysis of various Vision Transformer architectures (MaxViT, Swin) against a CNN baseline (EfficientNetV2) for classifying Diabetic Retinopathy severity from scratch. A key finding was the superior performance of CNNs in data-constrained environments. The project culminated in a user-friendly Streamlit dashboard integrated with an LLM to provide actionable clinical recommendations based on model predictions.

Micbam Nigeria

Rochester, England

A professional and informative corporate website for a construction and project management company. I developed the front-end to create a clean, user-friendly interface that clearly communicates the company's services and showcases their portfolio of work. Additionally, I implemented an EmailJS-powered contact form to streamline client inquiries and quote requests.

Bella Figura Music

London, UK

A sleek and artistic portfolio website for a premier music supervision, production, and publishing company. My role focused on front-end development, translating a minimalist and high-end design into a responsive and visually immersive user experience.

McAttoh

London, UK

A professional corporate website for McAttoh, a technology consultancy specializing in Software Development, Data Science, and AI-powered Healthcare Solutions. My role was to lead the front-end development, engineering a polished and responsive user interface that effectively communicates their advanced technical capabilities. This included creating a clear user journey for clients to explore their services from product design to early disease detection models and implementing a robust EmailJS contact form to capture new business inquiries.

Igenomix Tracking System

Guildford, UK

Developed a tracking system for managing consignments between office and clinic locations, featuring real-time updates on receipt and dispatch dates, as well as comprehensive consignment reports.

AC App

Pune, India

AC App - your one-stop destination for learning! AC App is designed to help students and professionals develop their skills and knowledge through a wide range of courses and tutorials. I had the privilege of being part of the team at Flymingo Tech, where I contributed to the implementation of certain functionalities on this App and Website

Quarterpillars

Pune, India

QuarterPillars is a social media app designed to foster connections through shared interests and experiences. It offers a platform for users to engage with a vibrant community, share updates, and explore content tailored to their preferences. Whether you're looking to connect with like-minded individuals or discover new trends, QuarterPillars provides a dynamic space for social interaction and content discovery

Bike Junction

Pune, India

Bike Junction is a comprehensive app tailored for bike lovers and cyclists. It offers a range of features including detailed biking routes, local bike shops, and real-time weather updates to help plan your rides effectively. The app also includes community forums for connecting with fellow cyclists, sharing tips, and finding group rides. With user-friendly navigation and a focus on enhancing the biking experience, Bike Junction is your go-to companion for all things related to cycling.

Bike Junction Admin

Pune, India

Bike Junction Admin is a powerful tool designed for bike shop owners and administrators to manage their business with ease. This app provides a suite of features to streamline operations, including inventory management, customer relationship tools, and sales tracking. With real-time updates and notifications, administrators can stay on top of orders, manage bookings, and ensure their customers receive the best service.

AzamDeal

Pune, India

The sole purpose of AZAMDEAL is to provide precious herbs to everyone. They collect these herbs from the top of mountains of Kashmir to the Under-waters of Kanyakumari.. I had the privilege of being part of the team at Flymingo Tech, where I contributed to the implementation of certain functionalities on this website. Additionally, I also had the opportunity to create the corresponding app for the project.

NotePadZS

Pune, India

NotePadZS is a simple and lite weight notepad app that allows you to capture your thought and organize your notes.

Jalanta Stays

Pune, India

Jalanta Stays have been working since 11 years in the Stream of providing Hospitality towards Villa makers and open their warm homes to visionaries. ​ I had the privilege of being part of the team at Flymingo Tech, where I contributed to the implementation of certain functionalities on this website.

Jalanta Stays Menu

Pune, India

The offerings of Jalanta Stays encompass proficient menu management for villa bookings, coupled with the seamless dissemination of their culinary selections to esteemed patrons. ​ I had the privilege of being part of the team at Flymingo Tech, where I contributed to the implementation of certain functionalities on this website.

Kokannest Information Technology

Pune, India

Kokannest Information Technology specializes in the proficient development of dynamic websites and innovative applications, ensuring an elevated digital presence for our discerning clientele.