Projects
Selected projects showcasing publicly shareable work across backend systems, AI integrations, and full-stack applications. Some production and client projects are excluded due to confidentiality agreements.
Minor college research project comparing classical optimization and reinforcement learning approaches for antenna positioning. Includes simulation environment, RSSI-based modeling, RL training pipelines, and evaluation of baseline search algorithms against Q-learning strategies.
Production-style support chat platform with real-time bot automation, intelligent agent escalation, conversation state management, persistent session recovery, and scalable WebSocket messaging architecture designed for resilient customer support workflows.
Udharo is a Nepali-first, offline-first khata app that helps shopkeepers track customers, credits, payments, reminders, and generated PDFs. The app keeps data on-device (SQLite), supports reports, secure lock screens, backups, and Nepali date, bilingual labels (Nepali + English).
A WhatsApp auto-reply bot. It supports rule-based intent replies, simple conversation memory, and a plug-in point for AI responses.
AI-powered mental health support chatbot leveraging LLMs with retrieval-augmented responses for conversational assistance and emotional support. Built with a FastAPI backend and Next.js frontend, integrating LangChain-based orchestration for structured prompt handling and scalable conversational workflows.
Sentiment Analyzer is an API built with FastAPI that automatically detects and analyzes the emotional tone and sentiment from text or images. The project follows modern best practices like the 12-Factor App principles to ensure scalability, maintainability, and ease of deployment, whether running locally or in containerized environments.
This contains the backend engine for the Smart Dustbin system developed for the NCIT Hackathon. The system uses a YOLO-based computer vision model to automatically detect and classify waste items in real time. When waste is placed in front of the camera, the model analyzes the object and determines whether it is biodegradable or non-biodegradable.
A cultural media platform built for Nepali music collaboration and digital storytelling, featuring artist showcases, service workflows, content publishing, event promotion, and community-driven media experiences.
An academic-tech learning platform bridging university curricula with practical engineering skills through structured learning paths, spaced repetition workflows, course discovery, and student-focused knowledge systems.
A SaaS order management platform for printing businesses with workflow automation, order lifecycle tracking, customer credit management, operational dashboards, and business process visibility across production pipelines.
A full-stack commerce platform for consumer electronics with product catalog management, CMS-driven merchandising, order processing, notification workflows, inventory operations, and conversion-focused customer experience design.
Backend system for a college institutional website supporting structured content management, API-driven data delivery, and modular CMS features for academic departments, notices, and informational pages. Built with scalable REST architecture for maintainability and extensibility.
AI-assisted journaling and conversational platform for capturing, structuring, and analyzing first-person narratives. Features JWT authentication, Google OAuth, AI-generated insights, and prompt-based interaction workflows built with FastAPI and Next.js.
Explainable AI system for tuberculosis screening using chest X-ray analysis with uncertainty-aware CNN ensembles and Grad-CAM++ visual explanations. Designed for low-resource healthcare environments with offline-first inference and cloud escalation for uncertain cases.
Autonomous web quality assurance system powered by LLM-driven tool orchestration. Performs functional, UX, accessibility, and security checks using Playwright-based execution pipelines and structured AI reasoning for reproducible QA reports.
Official landing page for Resonate, an open-source social voice platform (AOSSIE) enabling real-time audio rooms, scheduled events, storytelling features, and social voice interactions. Built as a modern, animated product showcase with performance-focused UI and scalable component architecture.
Open-source contribution platform and club website for Innovative Computer Engineering Club (FWU), built during Hacktoberfest to enable student collaboration, event visibility, and community-driven development. Includes Vite-based React setup, Dockerized development workflow, and contributor-friendly onboarding structure.