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