Ayush Prasad Bin
Experience
Frontend Developer Intern
Kathmandu Metropolitan City, IT Department
- •Developed frontend features for Jinsi using React, Next.js, TypeScript, and Tailwind CSS.
- •Connected interface workflows to backend APIs and implemented reusable UI components for the application.
- •Developed responsive dashboard interfaces using NEXT.JS, React and TailwindCSS.
- •Integrated REST APIs for data visualization and user management.
Featured Projects
Full-stack platforms, AI engineering systems, and open-source tools.
Samaj
Full-Stack Community & Media-Sharing Application
Full-stack community and media-sharing platform featuring a Next.js frontend and a dedicated Express.js REST API backend with MongoDB persistence.
- •Built a community and media-sharing application with a Next.js frontend and a separate Express.js REST API backend.
- •Integrated MongoDB for persistent application data and Cloudinary for media handling; configured independent frontend and backend development workflows.
AI-Based OSS Developer Recommendation and Issue Assignment
Semantic Vector Search & LLM Triage System
Automated issue triage and developer recommendation engine leveraging GitHub APIs, vector embeddings, and weighted scoring.
- •Built a system that collects GitHub contributor, issue, pull-request, commit, and changed-file data to create embedding-based developer profiles for issue triage.
- •Implemented a weighted recommendation score combining semantic similarity (60%), activity recency (25%), and contribution volume (15%), using pgvector for vector similarity search.
- •Added LLM-generated explanations, human-confirmed issue assignment through GitHub's API, and support for local Ollama models or cloud-based Gemini.
LUMA -- AI-Based Dynamic Distress Monitoring and Early Warning
Multilingual Distress Monitoring & Escalation System
Multi-channel crisis and distress monitoring platform integrating real-time telemetry, telephony, NLP sentiment analysis, and Gemini AI.
- •Developed a multi-channel support platform combining web check-ins, speech-to-text, SMS, IVRS telephony, and helpline intake into a unified workflow.
- •Implemented longitudinal distress scoring, seven-day trend analysis, advisory alerts, and 72-hour escalation projections, with Hindi, Hinglish, and English processing.
- •Used Gemini with a local heuristic fallback, role-based authentication, PostgreSQL row-level security, and human-reviewed support recommendations.
UniVerse
Student Collaboration & Productivity Platform
Community and productivity platform designed for university students to share resources, organize study groups, and track milestones.
Sanctuary
Progressive Web App for Habit & Schedule Tracking
Progressive Web App for managing academic assignments, habit tracking, and daily timetable scheduling.
More Projects
Vimars Dashboard
Productivity & Analytics Dashboard
Productivity dashboard featuring habit tracking, performance metrics, and real-time database sync.
Student Management System
Object-Oriented Academic System
Object-oriented academic management system modeling student records, course enrollment, and grade evaluation.
Education
JAIN (Deemed-to-be) University
B.Tech in Computer Science and Engineering
Aug 2024 -- May 2028
GPA: 9.03/10
KIST College and SS
+2 Science
2021 -- 2023
88.75%