Portfolio

AI · LLM · RAG Pipeline

Hospital AI Assistant (RAG + FAISS)

Built a context-aware RAG chatbot for hospital queries using FAISS for vector similarity search. Implemented text chunking, sentence embeddings, and context-aware responses with the OpenAI API.

Python RAG FAISS OpenAI API Embeddings Vector DB

GitHub

AI · Anomaly Detection · ML

Vibration Analysis & Anomaly Detection

Developed an anomaly detection system for machine vibration data using Isolation Forest and Autoencoder models. Detects abnormal machine behavior and identifies early failure patterns for predictive maintenance.

Python Isolation Forest Autoencoder NumPy Pandas Matplotlib

GitHub

Computer Vision · CNN · Real-time

Facial Expression Recognition

Created a real-time facial expression classifier using CNN models and OpenCV. Detects emotions — happy, sad, angry, neutral and more — from a live camera feed with high accuracy.

Python CNN OpenCV Deep Learning Real-time TensorFlow

GitHub

Computer Vision · YOLO · AI

Cattle Monitoring System

Built an AI system for cattle monitoring — detecting posture and behavior using a fine-tuned YOLO-Pose model. Enables automated livestock health insights by classifying animal postures from video streams.

Python YOLO-Pose Fine-tuning OpenCV Computer Vision

GitHub

Backend · Celery · RabbitMQ

mailScheduler

Django-based email scheduling app with user authentication. Users schedule emails with subject and message. Celery handles background execution and RabbitMQ serves as the message broker.

Python Django Celery RabbitMQ Authentication

GitHub

Real-time · WebSocket · Django

Simple Chat System

Real-time group chat where multiple users connect and chat simultaneously. Messages are persisted on the server. Built with WebSocket-based real-time communication using Django Channels.

Python Django WebSockets Django Channels

GitHub

Full-Stack · Django REST API

Inventory Bill Management

Comprehensive inventory and billing system with product CRUD, bill calculation, product categories, and filtering — built with Django REST API and PostgreSQL.

Python Django REST PostgreSQL Bill Calculation

GitHub

Full-Stack · Django · E-Commerce

Online Food Ordering

Full-featured food ordering platform with home page, food posts, food categories, shopping cart, and payment integration — built with function-based Django views.

Python Django MySQL Cart & Payment

GitHub

Recognition

Certifications & Achievements

Scholarship — Computer Engineering

Awarded a scholarship for Bachelor in Computer Engineering at Everest Engineering College, Pokhara University, Lalitpur.

AI Internship — InfoDevelopers Pvt. Ltd.

Completed AI Internship at InfoDevelopers Pvt. Ltd., gaining hands-on experience in real-world AI applications and development workflows.

IBM — Python for Data Science

Certified by IBM in Python for Data Science covering NumPy, Pandas, Matplotlib, and data analysis pipelines.

IBM — SQL & Relational Databases

Certified by IBM in SQL and Relational Databases covering data modeling, complex queries, joins, and database management.

Hospital AI Assistant (RAG + FAISS)

Vibration Analysis & Anomaly Detection

Facial Expression Recognition

Cattle Monitoring System

mailScheduler

Simple Chat System

Inventory Bill Management

Online Food Ordering

Certifications & Achievements

Scholarship — Computer Engineering

AI Internship — InfoDevelopers Pvt. Ltd.

IBM — Python for Data Science

IBM — SQL & Relational Databases

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