Hello, I'm
ML Researcher & Developer
Specializing in Machine Learning & Medical Image Analysis
import torch
from quantum import QuantumML
class Researcher:
def __init__(self):
self.name = "Smitha"
self.focus = "QML"
self.passion = "AI"
def innovate(self):
return "Future"
Currently pursuing a Master's in Computer Science with a research focus on machine learning for medical image analysis at Manipal Institute of Technology. I'm passionate about pushing the boundaries of AI through quantum computing integration.
My expertise spans from high-performance computing using CUDA to developing hybrid quantum-classical ML models. I believe in the transformative power of AI to solve complex real-world problems, particularly in healthcare.
M.Tech GPA
B.E. CGPA
CNN Accuracy
Students Trained
Developing hybrid quantum-classical ML models for medical image classification, exploring the intersection of quantum computing and artificial intelligence.
OngoingParallelized NSDP algorithm using CUDA for accelerated computation, achieving significant performance improvements in complex calculations.
CompletedAI-powered phobia analysis platform using Gemini API for intelligent assessment and personalized recommendations built with Flask.
Plant leaf disease detection system using deep learning to identify and classify plant diseases, helping farmers protect their crops.
Mental Health Support Platform with AI chatbot, assessments, mood tracking, and personalized recommendations built with Flask.
Real-time AI-powered dashboard for detecting network anomalies using latency, packet loss, and bandwidth metrics.
Built CNN-based model achieving 92% accuracy using TensorFlow and OpenCV, processing 10,000+ images with optimized training.
Built CNN-based image classification model achieving 92% accuracy. Processed 10,000+ images with data augmentation, reducing training time by 30%.
Implemented full-stack features using Java, SQL, and web development technologies.
Designed and developed responsive web applications using HTML5, CSS3, and JavaScript.
Led technical initiatives, conducted workshops for 150+ students, and delivered AI training to 100+ government school students through IEEE Eureka.
I'm always open to discussing new projects, creative ideas, or opportunities to be part of your vision.