AI, Signal Processing & ML
- Automatic Modulation Classification (Academic Project · CNN-LSTM with SDR)
- Implemented CNN-LSTM model for Automatic Modulation Classification
- Used Software Defined Radio (SDR) as transceiver
- Links: View Code
- IsoNet: Multimodal Audio-Visual Target Speech Extraction (Hackathon Winner · AI/Audio-Visual)
- Combined spatial audio (4-mic array) with face visuals for target speech extraction
- Winner at KU Hackfest 2025
- Links: View Code
- Brain Tumor Classification from MRI Images Using CNN Architectures (Academic Project · Computer Vision)
- Classified MRI scans into 4 types (glioma, meningioma, pituitary, no tumor)
- Compared Custom CNN, ResNet-18 (scratch), and DenseNet-121 (ImageNet)
- Links: View Code
- Self-Supervised Anomaly Detector for Autonomous Driving (Research Project · Video ML)
- Learned normal driving dynamics and flagged anomalies using epistemic uncertainty
- Links: View Code
- Text-to-Manim Scene Synthesizer (Fusemachines Microdegree Final Project)
- Fine-tuned CodeLlama to turn natural-language prompts into ready-to-render Manim scenes
Platforms & Services
- Intelligent Class Routine Management System (Professional Project · Full-Stack Development)
- Designed and developed backend using Django REST Framework
- Implemented multi-role access system (Admin, Teacher, Student)
- Built real-time synchronization and conflict detection
- Created analytics dashboard for schedule management
- Links: Live at routine.tcioe.edu.np
- Thapathali Campus Website (Professional Project · Backend Development)
- Built backend API using Django REST Framework
- Developing and maintaining the official website
- Links: Live at tcioe.edu.np
Research & Academic Work
-
Bibliocrypt (First Year Project · Blockchain Research)
- Developed decentralized library management system
- Implemented blockchain concepts using C++
- Published research paper on the implementation
- Links: View Code · Read Report
-
CNN-LSTM Hybrid Architecture for Over-the-Air Automatic Modulation Classification Using SDR — Journal of Innovations in Engineering Education (JIEE), Nov 2025
DOI: 10.3126/jiee.v8i1.82136 -
Design and Implementation of a Multi-Purpose Low-Cost Hall-Effect Sensor Glove for Sign Language Recognition — KEC Journal of Science and Engineering (KJSE), Dec 2025
Links: KJSE Abstract · arXiv
Hardware & Assistive Tech
- Blind Guidance System (Hackathon Winner · IoT Project)
- System for visually impaired using ultrasonic sensors
- Camera-based object detection and identification
- Won 1st place at Asian Hack 2022
- Links: View Code
- Universal Hand Gesture Decoder (Hackathon Winner · Hardware Project)
- Sign language translator using hall effect sensors
- Detects magnetic fields to translate gestures into voice
- Won 1st place at Vertex Hacks 2023 & Locus Project Demo
- Links: View Code · Watch Demo
Freelance Projects
- Mental Health Support System (Freelance Project · Backend Development)
- Developed backend using Django and DRF
- Implemented healthcare-specific APIs
- Links: View Code
- Developer’s Network Portal (Freelance Project · Full-Stack Development)
- Created social platform for developers using Django
- Implemented project sharing and collaboration features
- Links: View Code
Related Pages
- Skills - Technical skills used in projects
- Experience - Professional work and internships
- Education - Academic background
- Contact - Get in touch for collaborations