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Roger Richard
Demello

Software DeveloperC++ EnthusiastML EngineerAWS Certified Cloud Practitioner

Aspiring Software Developer specializing in C++ and Machine Learning.
Building intelligent solutions with modern technologies.

Education

Academic Background

Building a strong foundation in Electronics, Computer Engineering, and Artificial Intelligence

B.Tech in Electronics and Communication

Shri Ramdeobaba College of Engineering and Management

Nov 2022 – May 2026

CGPA: 8.76 - Focused on electronics, communication systems, and embedded technologies.

Minor in Artificial Intelligence and Machine Learning

Shri Ramdeobaba College of Engineering and Management

May 2023 – Dec 2025

CGPA: 9.5 - Specialized coursework in AI, ML algorithms, deep learning, and data science.

Skills

Technical Expertise

Technologies and tools I work with to deliver high-quality solutions

Programming Languages

C++
Python
C
Java

Machine Learning & AI

TensorFlow
Scikit-Learn
Pandas
NumPy

Cloud Computing

AWS EC2
AWS S3
AWS Lambda
AWS RDS

Core Concepts

OOP
DSA
DBMS
OS

Professional Metrics

Quantifiable achievements and contributions

0+

LeetCode Problems

0+

Projects Completed

0

Certifications

0+

GitHub Contributions

GitHub Activity

Real-time statistics and contributions

GitHub Stats

GitHub Stats

Contribution Streak

GitHub Streak

Most Used Languages

Top Languages

GitHub Trophies

GitHub Trophies

Featured Projects

Selected works demonstrating expertise in machine learning, deep learning, and software development

Lead Developer

Vitarithm – AI & Rule-Based Health Monitoring System

Smart Health Calculator analyzing user lifestyle and body data with 87.1% accuracy in detecting lifestyle risks. Combined AI models with rule-based logic to assess sleep patterns, activity levels, and dietary habits aligned with WHO guidelines.

Key Features:

Multi-disease prediction with 87.1% accuracy
Real-time health risk assessment
Data visualization dashboard
PythonTensorFlowPandas

Code and demo links coming soon

ML Researcher

GAN for Image Generation

Improved Generative Adversarial Network (GAN) to generate realistic images from random noise. Implemented Generator and Discriminator models, trained on MNIST dataset demonstrating high-quality results.

Key Features:

Custom GAN architecture
60k MNIST dataset training
Real-time image generation
PythonTensorFlowKeras

Code and demo links coming soon

Data Scientist

ML-Based Sleep Disorder Prediction Tool

Enhanced ML-based tool to predict sleep disorders using lifestyle and health data. Achieved 87% accuracy in predicting sleep disorders by analyzing stress, sleep duration, and blood pressure.

Key Features:

87% prediction accuracy
Feature importance analysis
Interactive visualizations
PythonScikit-LearnPandas

Code and demo links coming soon

Certifications & Experience

Professional Development

Continuous learning and practical experience in the field

Certifications

AWS Certified Cloud Practitioner

Amazon Web Services

October 2025

Validated foundational knowledge of AWS Cloud services, security, and architecture best practices.

Introduction to Machine Learning on AWS

Coursera/AWS

July 2025

Comprehensive understanding of ML concepts and implementation using AWS services like SageMaker.

NCC 'A' and 'B' Certificate

National Cadet Corps

2024-2025

Leadership, discipline, and teamwork development through active NCC training and drills.

Experience & Training

Machine Learning Intern

May 2025 – July 2025

CFM, RCOEM

  • Enhanced ML-based tool to predict sleep disorders using lifestyle and health data
  • Attained 87% accuracy in predictions analyzing stress, sleep duration, and blood pressure
  • Utilized Python, Scikit-Learn, and Pandas for model development and data analysis

AWS Cloud Computing Training

March 2025 - April 2025

RCOEM

  • Gained hands-on experience with core AWS services: EC2, S3, RDS, IAM, VPC, and CloudWatch
  • Designed and deployed scalable web application architecture using Auto Scaling and Load Balancer
  • Implemented secure access management with IAM roles, policies, and multi-factor authentication (MFA)

Get In Touch

Interested in collaboration or have questions? Feel free to reach out.