Hi, I'm Roshna Shrestha

Computer Engineering graduate with a passion for technology and a track record of turning ideas into working projects. I pick up new tools quickly, work well in a team, and am fully committed to growing into a professional who delivers real value.

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Roshna Shrestha

About Me

I'm a Computer Engineering graduate from Himalaya College of Engineering (HCOE) with a strong foundation in full-stack development, AI/ML, and blockchain technology. My journey in tech has been marked by continuous learning and hands-on project experience.

I thrive on solving complex problems and building innovative solutions. From developing deep learning models for AI-generated content detection to creating decentralized applications on blockchain, I'm passionate about leveraging technology to create meaningful impact.

Gyaneshwor, Kathmandu

Education

Bachelor in Computer Engineering

Himalaya College of Engineering, Chyasal

2022-2026GPA: 3.00

Higher Secondary Certificate

Orchid College, Bharatpur-10

2021GPA: 3.35

Secondary School Certificate

Small Heaven School, Kalyanpur

2019GPA: 3.35

Skills & Technologies

Programming Languages
JavaScript
Python
C++
C
MATLAB
HTML
CSS
Technical Skills
MERN Stack
React
Node.js
Express.js
PostgreSQL
MongoDB
Solidity
Deep Learning
PyTorch
BERT
MetaMask
Web3
💼Soft Skills
Communication
Teamwork
Problem-Solving
Time Management
Adaptability
Leadership

Experience & Training

2025

Mobile App Development Internship

Excelerate

Developed mobile applications using Flutter with focus on UI/UX and performance optimization. Gained hands-on experience in cross-platform development and agile methodologies.

Flutter
Dart
Mobile Development
UI/UX

Featured Projects

AI-Generated Face Detection System
Deep learning-based system using DenseNet-121 architecture to identify AI-generated faces. Implemented with PyTorch and Adam optimizer for efficient feature extraction and improved classification.
PyTorch
DenseNet-121
Deep Learning
Computer Vision
E-commerce Bookstore (MERN Stack)
Full-stack online bookstore with MongoDB, Express.js, React, and Node.js. Features include user authentication, product management, shopping cart, and secure checkout system.
React
Node.js
MongoDB
Express.js
Text Summarizer using BERT
Fine-tuned BERT-based NLP model for automatic text summarization. Improved contextual understanding and generated concise summaries for large textual datasets.
BERT
NLP
Python
Machine Learning
NFT-Based Ticket Selling Platform
Decentralized ticketing system using Solidity and MetaMask integration. Enabled secure and transparent ticket transactions using blockchain and non-fungible tokens.
Solidity
Web3
MetaMask
Blockchain
AI-Generated Video Detection System
Hybrid deep learning model combining spatial and temporal analysis techniques to detect AI-generated (deepfake) videos. Enhanced detection accuracy for manipulated media.
Deep Learning
Computer Vision
PyTorch
Video Analysis

Let's Connect

I'm interested in opportunities where I can contribute my skills in full-stack development, AI/ML, and blockchain technology. Feel free to reach out!