RM
Hello, I'm

Rajamanogaran Murugan

Innovative and research-oriented Data Scientist with over 7+ years of experience in Artificial Intelligence, Deep Learning, and Computer Vision. Expert in architecting end-to-end Machine Learning solutions.

Rajamanogaran Murugan - Data Scientist & AI Researcher
Available for Work
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About Me

Rajamanogaran Murugan - Professional Photo
7+ Years of Experience

A Passionate AI Researcher & Data Scientist

I'm an innovative and research-oriented Data Scientist with extensive experience in Artificial Intelligence, Deep Learning, and Computer Vision. My expertise lies in architecting end-to-end Machine Learning solutions, ranging from real-time object detection and biometric systems to predictive analytics in healthcare and finance.

Currently pursuing my PhD in Computer Science, focusing on automating and optimizing the identification of road accidents, thereby facilitating faster emergency responses and improving overall traffic safety management.

Date of Birth May 25, 1995
Location Tamil Nadu, India
Degree PhD (Submitted)
Email manogaran248@gmail.com

Technical Skills

Programming Languages

Python C SQL

Machine Learning

Regression SVM KNN Random Forest PCA Clustering Ensemble Algorithms

Deep Learning

CNN RNN LSTM Transfer Learning InceptionV3 VGG MobileNet YOLOv3 LLM TensorFlow Keras

Computer Vision & NLP

OpenCV Image Processing Spacy NLTK Sentiment Analysis Word2Vec

Cloud & Big Data

Azure ML Studio Real-time Analytics Cosmos DB PySpark MongoDB MySQL

Frameworks & Tools

Django Flask Git Jupyter Pandas NumPy Matplotlib Scikit-learn

Work Experience

May 2018 – 2020

Data Scientist

DERISK SOLUTIONS

  • Spearheading the development of AI-driven solutions, utilizing Azure Cloud Services for object storage and real-time analytics.
  • Developing and deploying predictive models using Deep Learning and Machine Learning for diverse client requirements.
  • Optimizing neural network architectures to improve model accuracy and reduce inference time for real-time applications.
May 2017 – March 2018

Python Developer

SVJ TECHNOLOGY

  • Developed backend logic and web applications using Python and frameworks.
  • Collaborated on early-stage machine learning integrations and data processing pipelines.

Education

PhD - Computer Science

Periyar Government Arts College (Thiruvalluvar University)

2021 – 2025 | Submitted

Research Focus: Automating and optimizing the identification of road accidents for faster emergency responses and improved traffic safety management.

M.Sc. Information Technology (Integrated)

Annamalai University, Chidambaram

2012 – 2017

OGPA: 6.82

Key Projects

Healthcare AI

Lung Cancer Prediction

Diagnostic tool using Deep Learning (CNN and MobileNet) to classify NIH Chest X-ray datasets into 14 disease categories.

CNN MobileNet TensorFlow
Medical Imaging

Breast Cancer Segmentation

Thermal image segmentation techniques for non-invasive cancer detection using advanced image processing.

Image Processing Segmentation OpenCV
Biometrics

Face Recognition System

Real-time biometric application using OpenCV and Deep Learning with InceptionV3 for feature extraction.

OpenCV InceptionV3 Deep Learning
Traffic Analysis

Vehicle Detection & Traffic Analysis

Traffic management system using HOG features and ensemble algorithms for real-time vehicle counting and classification.

HOG YOLO Ensemble ML
NLP & Audio

Intelligent Assistive Agent

Conversational AI with Speech-to-Text and Text-to-Speech interaction using NLP for dynamic responses.

NLP STT/TTS NLTK
Audio Classification

Sound & Speaker Classification

RNN-based speaker gender classification and CNN model for musical instrument classification using MRPs and spectrograms.

RNN CNN Spectrograms
Chatbot

Movie Theater Chatbot

Flask-based chatbot with NLTK and Naïve Bayes for sentiment analysis on IMDB reviews and ticket booking.

Flask NLTK Naïve Bayes
FinTech

Automated Trading System

Django-based algorithmic trading platform with technical analysis strategies for automated portfolio management.

Django Technical Analysis Automation
Environmental

Water Quality Prediction

LSTM Neural Networks for water quality forecasting and SVM/MLP on remote sensing data for resource management.

LSTM SVM Remote Sensing

Publications

2025
Book Chapter

Assessment of Various Segmentation Approaches to Poster Breast Cancer Using Thermal Images

July 2025

2025
Conference

Real-Time Accident Event Detection Using CNN-YOLOv3 Fusion

Intl. Conf. on Advances in Modern Age Technologies (AMATHE) - April 2025

2025
Journal Article

FRFYOLO: Fusion of Random Forest and YOLO Framework for Real-Time Accident Event Detection

March 2025

2024
Book Chapter

Bhels (Medical Imaging Research)

December 2024

2024
Conference

FKNNYOLO: A Fusion Framework for Advanced Accident Event Detection

Intl. Conf. on Advances in Computing (ACCAI) - May 2024

2024
Journal Article

Instinctive Detection of Accident Occurrence using Numerous Machine Learning Techniques

Indian Journal of Science and Technology - April 2024

2023
Journal Article

Comparison and Evaluation of Various CNN Models for Crack Detection in Structures

December 2023

2022
Journal Article

Effective Minutiae Extraction and Template Creation in Fingerprints

Journal of Physics: Conference Series - August 2022

Patents

Innovative System for Real-Time Video Based Vehicle Detection, Counting and Classification

July 2024
Published

Developed a novel hybrid system combining ensemble machine learning algorithms and HOG features for high-accuracy traffic density prediction and vehicle counting using Hybrid Machine Learning Algorithm.

Application No: 202441050589 A

Achievements & Leadership

World Record Holder

Continuously performed single stick silambam rotation for 5 hours organised by Arasan Academy, Chidambaram.

GWR476ING03092023WSSS

Placement Secretary

Led placement initiatives for the Postgraduate Department (2012-2017 batch) at Annamalai University.

Event Coordinator

Organized "Visume Fest 2015," a World Record event at Annamalai University.

Community Lead

Active leader in the AI Development Club and Open-Source Community at Annamalai University.

Contact Me

Let's Work Together

I'm always open to discussing new projects, creative ideas, or opportunities to be part of your vision. Feel free to reach out!

Location No: 821 D.T.K Nagar, Keerapalayam,
Chidambaram, Tamil Nadu 608-002, India