Samman Shrestha
Passionate Electronics Engineer with interest for Machine Learning, Deep Learning, Natural Language Processing, Computer Vision and Flutter
About
I'm a passionate Electronics Communication and Information Engineer with a profound interest in the ever-evolving realms of Data Science and Flutter app development. I am currently focused on honing my skills in Natural Language Processing (NLP). I enjoy Robotics, Machine Learning, Deep Learning and App development. As a hobby I like to sketch.
Skills
Projects
Banking Customer Chat System with Speech Recognition
Designed and implemented a sophisticated customer support system capable of handling both audio and text inputs,with advanced intent classification and response generation capabilities.
Delta Arm Waste Classifier
Built a robotic delta arm integrated with a YOLOv8 model for waste identification and sorting into four categories: Biodegradable, Plastic, Paper, Metal
Speech Denoiser using Deep Learning
Trained UNET architecture that is able to remove the background noise from the speech audio producing a clean speech.
Discord Bot for Toxic Comment Detection
Discord bot that can identify toxic comment and filter it out.I have used MLflow for experimentation tracking.
Sajilo Ambulance
Uber like app for Ambulance with triage predication feature and hospital recommendation. It was done as a AI hackathon project.
Access Control System
IOT based applications that allows user to remotely access the door, light and smoke sensor. Intregated ESP32 to develop the overall system.
Hospital Management System with OPD
Desktop applications for managing the doctors, patients, appointments and drugs. I have used MySQL as database and PHP as backend.
Malware Memory Analysis
Machine learning project for detecting whether the memory dumps are either Benign Spyware Trojan Horse or ransomware