Projects

Self-Ordering System for Luma Restaurant

Project Lead | Shanker Dev Campus | 2019-2025

Built a digital ordering system for a restaurant with QR-based menus, a waiter-side interface, and basic POS style integration. Focused on reducing wait times, streamlining order flow, and modernizing the dine-in experience for a local business context.

Restaurant systemQR menuOrder managementAcademic project

Curbside - Delivery Service and Account Management Platform

Full Stack Developer | Shanker Dev Campus | 2019-2025

Designed a platform for small online businesses to manage orders, deliveries, and basic customer accounts. The project explored how software can support micro and small enterprises that sell through social media and messaging apps.

Delivery platformSmall businessAccount managementAcademic project

manyconsultancy.com Prototype

MERN Stack Developer | eKagajpatra Pvt. Ltd. | Apr 2024 - Jan 2025

Developed a prototype website that connects students with educational consultancies. Focused on clean navigation, structured program information, and a smoother discovery journey for students exploring study abroad options.

EducationStudent consultingPrototypeMERN

eKagajpatra Platform Features

MERN Stack Developer | eKagajpatra Pvt. Ltd. | Apr 2024 - Jan 2025

Contributed to minor but important features of the main eKagajpatra platform, helping improve user experience and reliability in a document and workflow focused environment.

Production codePlatform featuresTeam collaboration

Stockinerary Portfolio Tools and Client Websites

Frontend Developer | Stockinerary Pvt. Ltd. | Oct 2024 - Mar 2025

Worked on financial portfolio management interfaces and client facing websites. Focused on readable dashboards, clear information hierarchy, and responsive layouts for business users.

FrontendFinance toolsClient websites

Mobile Music Player Application

Developer | Stockinerary Pvt. Ltd. | Oct 2024 - Mar 2025

Built a music player application and filled it with devotional tracks that connect personal memory and technology. This project combines simple media features with a focus on emotional experience and usability.

Mobile appMedia playerPersonal project

Cat or Not - Logistic Regression With NumPy

Developer | Self Initiated | 2024

Implemented binary image classification using only NumPy and math, to understand the fundamentals of logistic regression and gradient based learning without relying on high level libraries.

AI and MLLogistic regressionNumPyFrom scratch

Diabetes Health Indicator Model

Developer | Self Initiated | 2024

Built a medical style classification model with PyTorch to predict diabetes related outcomes and used Optuna for hyperparameter tuning. This project strengthened both practical ML skills and awareness of health data sensitivity.

AI and MLPyTorchOptunaHealth data

Fashion MNIST Classifier

Developer | Self Initiated | 2024

Developed a convolutional neural network for Fashion MNIST and experimented with dropout and batch normalization to improve generalization. Focused on understanding CNN building blocks for vision tasks.

AI and MLCNNComputer vision

Question Answer Chatbot

Developer | Self Initiated | 2024

Created a token based Q and A chatbot using embeddings and recurrent networks. The project explores how sequence models can handle basic question answering over a small context.

AI and MLRNNChatbot

Next Word Predictor

Developer | Self Initiated | 2024

Implemented a language model using LSTM layers to predict the next word in a sequence. This project connects basic sequence modeling with the intuition behind larger language models.

AI and MLLSTMLanguage modeling